{"id":"W7128039935","doi":"10.1093/eurheartj/ehaf784.2582","title":"National cohort of suspected myocarditis PreMYO: clinical management of the first 575 cases.","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Myocarditis; Cohort; Coronary artery disease; Cardiomyopathy; Cohort study; Magnetic resonance imaging; Cardiac magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007156943,0.0002234013,0.0003359045,0.0008383903,0.0006891441,0.0006276682,0.0004681196,0.000386553,0.002480027],"category_scores_gemma":[0.001578906,0.0003744044,0.0003320245,0.000621798,0.0002536654,0.0004508153,0.0007588071,0.0003834195,0.000545299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060461,"about_ca_system_score_gemma":0.0007611332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00727636,"about_ca_topic_score_gemma":0.009081772,"domain_scores_codex":[0.9993074,0.0001349875,0.00007690219,0.0001974301,0.0001310184,0.0001521662],"domain_scores_gemma":[0.9989839,0.0001047785,0.0004507191,0.00010933,0.00009407056,0.0002571708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005088648,0.00002802909,0.998875,0.000005553171,0.000008083401,0.0001943149,0.00004594453,0.00001020802,0.00009026319,0.000008201547,0.0001095041,0.0005739513],"study_design_scores_gemma":[0.000010263,0.000119217,0.9976507,0.00001489434,0.00001284221,0.001352864,0.000363794,0.0001135531,0.00007740046,0.00001260331,0.0002684701,0.000003484118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986213,0.000197511,0.00006015261,0.00003867928,0.000006533045,0.00002972416,0.0006856488,0.000003492914,0.0003569336],"genre_scores_gemma":[0.9981806,0.0001524965,0.0001461704,0.00003434984,0.00001664542,0.00004295487,0.001236943,0.000002566811,0.0001871728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00727636,"threshold_uncertainty_score":0.01446801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06792209688846894,"score_gpt":0.3992072985705374,"score_spread":0.3312852016820685,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}