{"id":"W4404360288","doi":"10.1161/circ.150.suppl_1.4141927","title":"Abstract 4141927: Risk of myocardial infarction in paroxysmal vs. non-paroxysmal atrial fibrillation: an individual patient-level data analysis of 71,466 patients from COMBINE AF","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Paroxysmal atrial fibrillation; Cardiology; Internal medicine; Atrial fibrillation; Myocardial infarction","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":[0.006395065,0.0008139008,0.00291572,0.001624255,0.0004595111,0.001686352,0.0006474686,0.0007437968,0.003102765],"category_scores_gemma":[0.009649279,0.0006474705,0.008846606,0.002569613,0.0003773639,0.0007088289,0.0007487993,0.0008877693,0.0003513301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876584,"about_ca_system_score_gemma":0.0004716136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659176,"about_ca_topic_score_gemma":0.002758967,"domain_scores_codex":[0.9938855,0.002711615,0.001040636,0.001123131,0.001027989,0.0002112451],"domain_scores_gemma":[0.9903488,0.004165726,0.003753999,0.001084271,0.0003794816,0.000267663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04187879,0.0002694907,0.7298312,0.002901675,0.2083007,0.0003419849,0.0002952835,0.001620526,0.002259622,0.0001772096,0.001504628,0.01061889],"study_design_scores_gemma":[0.00661479,0.005555405,0.8657009,0.0002694039,0.1124169,0.001283478,0.0002375668,0.002370476,0.001082376,0.0003784884,0.003990391,0.00009978856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674997,0.01893254,0.001233697,0.0002481544,0.00004941933,0.0001522877,0.01083894,0.00004819656,0.0009968985],"genre_scores_gemma":[0.9945044,0.001005347,0.0004805708,0.00008952045,0.00005439573,0.0001656117,0.00348774,0.00001201453,0.0002003325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395065,"threshold_uncertainty_score":0.03382075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07958211903387258,"score_gpt":0.3256278630613631,"score_spread":0.2460457440274905,"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."}}