{"id":"W4400273392","doi":"10.1016/j.jacep.2024.04.028","title":"Distinct Substrates of Idiopathic Ventricular Fibrillation Revealed by Arrhythmia Characteristics on Implantable Cardioverter-Defibrillator","year":2024,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Montreal Heart Institute","funders":"Agence Nationale de la Recherche","keywords":"Ventricular fibrillation; Implantable cardioverter-defibrillator; Cardiology; Internal medicine; Medicine; Fibrillation; Ventricular tachycardia; Sudden cardiac death; Atrial fibrillation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003929891,0.0002823715,0.00183978,0.0001210767,0.00008603361,0.00002493313,0.00002959126,0.0003000233,0.000006781878],"category_scores_gemma":[0.0006326889,0.000225611,0.0006934251,0.0003706751,0.0001606227,0.00004992792,0.00004241651,0.0003799391,0.0001461203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008058101,"about_ca_system_score_gemma":0.0001627981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002488951,"about_ca_topic_score_gemma":5.452363e-7,"domain_scores_codex":[0.9974002,0.0002397203,0.001047581,0.0006064459,0.0002888829,0.000417175],"domain_scores_gemma":[0.9981458,0.0008884185,0.0002413328,0.0004101613,0.0001681903,0.0001461661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01180396,0.0003465745,0.1955765,0.003230225,0.008339793,0.0003134328,0.0002691869,0.0001554437,0.4522159,0.003142741,0.2273628,0.09724345],"study_design_scores_gemma":[0.002375426,0.007183956,0.7279751,0.001158222,0.001292412,0.002495522,0.00003208158,0.0007967385,0.008520293,0.0008979298,0.2463878,0.0008845353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835233,0.005260739,0.0001205031,0.0001122221,0.0007844597,0.0002971581,0.0001421138,0.0001622541,0.009597216],"genre_scores_gemma":[0.9957456,0.001589986,0.00003508914,0.0001287598,0.002061591,0.000008217919,0.0001730532,0.00004107735,0.0002166109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5323986,"threshold_uncertainty_score":0.9200148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009686931972716,"score_gpt":0.3278308023631682,"score_spread":0.307733933043441,"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."}}