# Soc Esp Cardiología (@secardiologia) on x

- id: koinon:creator:x_secardiologia
- url: https://koinonlink.com/kol/x/secardiologia
- schema_version: 1.4

## Identity
- platform: x
- handle: secardiologia
- platform_url: https://twitter.com/secardiologia
- website: http://secardiologia.es
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 60291
- following: 586
- posts_total: 50381
- posts_observed: 1
- posts_per_day: 8.134
- account_age_days: 6194
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00018
- best_post_interactions: 11
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: finance
- subcategory: personal_fin
- category_confidence: 0.6
- category_source: derived_from_recent_content
- topics: Investigación y datos clínicos en cardiología, Elecciones y estructuras de la SEC, Formación y compartición de conocimiento
- bio: Sociedad Española de Cardiología: formación, guías #BecasSEC #CardioTV #CardioPODCAST #CanalSEC #LigaCasos #SEC26 #SEChubIA #PeligrosQueNoTeVes #LearningHub

## Audience (inferred)
- status: present
- description: Cardiologists, residents, and healthcare professionals specialized in cardiology (primarily in Spain)
- roles: none
- seniority: practitioner
- pain_points: Staying up to date with recent guidelines and clinical studies, Access to continuous education and scholarships, Participation in scientific networks and professional networking
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: engagement_observed
- credibility_score: 92
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_secardiologia#8e830161] "Un dato relevante para tener en cuenta es que, en el brazo de estimulación fisiológica del PhysioSync-HF, solo se logró estimulación en área de rama izquierda en el 68,8% de los casos", señala @vicenjurado. #BlogSEC @jovenesSEC https://t.co/9m6OLzbM0K https://t.co/NzgAlyEq6S (https://twitter.com/secardiologia/status/2072919276197978623)
- [x_secardiologia#a4d404db] 📢 Elecciones Vocal Joven SEC. Este año se celebran elecciones en varias estructuras científicas: 🔹 Cardiología Clínica 🔹 Cardiopatía Isquémica y Cuidados Agudos Cardiovasculares 🔹 Imagen Cardiaca 🔹 Insuficiencia Cardiaca 🔹 Cardiología Preventiva 🔹 Cardiopatías Familiares S
- [x_secardiologia#8f280e03] Compartir conocimiento. Compartir experiencia. Compart

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=77, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=111, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 77
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_secardiologia
- Request removal: https://koinonlink.com/claim?k=x_secardiologia
- Terms: https://koinonlink.com/for-ai