{"id":"W4386203892","doi":"10.1093/eurheartj/ehad556","title":"New-onset atrial fibrillation and chronic coronary syndrome in the CLARIFY registry","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Servier","keywords":"Medicine; Internal medicine; Atrial fibrillation; Cardiology; Hazard ratio; Myocardial infarction; Ejection fraction; Heart failure; Stroke (engine); Incidence (geometry); Atrial flutter; Coronary artery disease; Sinus rhythm; Confidence interval; Proportional hazards model","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":[0.002320742,0.0002462619,0.0006819125,0.001193505,0.000287192,0.0008414304,0.0005087177,0.0003760633,0.0008539858],"category_scores_gemma":[0.005175901,0.0002336341,0.0005177329,0.001932374,0.0002162305,0.0005535597,0.001260546,0.0003201136,0.0002854823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413116,"about_ca_system_score_gemma":0.0009093774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008415448,"about_ca_topic_score_gemma":0.01131173,"domain_scores_codex":[0.997696,0.0007177849,0.0004829059,0.0004371922,0.0004690495,0.0001971299],"domain_scores_gemma":[0.9917347,0.001039513,0.005068793,0.0008926888,0.000686335,0.0005780038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735539,0.00001343297,0.9967164,0.00004776754,0.0001250741,0.00006082905,0.00009867326,0.00006320945,0.0001611939,0.00009628359,0.001201324,0.001142159],"study_design_scores_gemma":[0.00007056723,0.00007609179,0.9974598,0.00004095136,0.0001224432,0.0002018859,0.0001047059,0.0001223875,0.00007102167,0.00002809702,0.001695126,0.000006843502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974066,0.002145463,0.0003877302,0.0002599394,0.00002501078,0.00008817155,0.02112411,0.00002232141,0.001881215],"genre_scores_gemma":[0.9657152,0.001311007,0.0006825409,0.0001670306,0.0000938121,0.0002039745,0.03147506,0.00001200836,0.0003393524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008415448,"threshold_uncertainty_score":0.01673293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08596627413550688,"score_gpt":0.3439463941840862,"score_spread":0.2579801200485793,"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."}}