{"id":"W4388487272","doi":"10.1093/europace/euad312","title":"Arrhythmic risk stratification in arrhythmogenic right ventricular cardiomyopathy","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Risk stratification; Sudden cardiac death; Implantable cardioverter-defibrillator; Cardiology; Cardiomyopathy; Internal medicine; Population; Intensive care medicine; Heart failure","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":[0.003171158,0.0004317566,0.00061457,0.001054908,0.0001377249,0.00101088,0.0003155018,0.0005240141,0.001382921],"category_scores_gemma":[0.008126208,0.00009669071,0.0005062275,0.0006433284,0.000218058,0.0003863464,0.0005534345,0.0006522891,0.0002862869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754037,"about_ca_system_score_gemma":0.0003108155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674867,"about_ca_topic_score_gemma":0.0006575196,"domain_scores_codex":[0.9980718,0.001253928,0.000215791,0.0001572099,0.0002390638,0.00006220769],"domain_scores_gemma":[0.9977109,0.001372915,0.0004402627,0.00009717143,0.0002540617,0.0001246635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004336587,0.0004003959,0.4214016,0.001248939,0.001785783,0.0004082042,0.0003188611,0.003871602,0.00288649,0.004321443,0.005387882,0.5536322],"study_design_scores_gemma":[0.0009549354,0.00506393,0.8794917,0.003433251,0.004266184,0.003287972,0.0006061736,0.03163352,0.00349579,0.02683867,0.04075725,0.0001706126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7539117,0.1551269,0.05874428,0.006750406,0.001370354,0.0005860485,0.001962795,0.0002534169,0.02129407],"genre_scores_gemma":[0.9700832,0.01105439,0.01510314,0.0006721289,0.0009302477,0.0001398994,0.0008768379,0.0000238604,0.001116266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003171158,"threshold_uncertainty_score":0.0167709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007305875034217141,"score_gpt":0.2419835647952796,"score_spread":0.2346776897610625,"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."}}