{"id":"W4387338238","doi":"10.1016/j.cjca.2023.06.078","title":"SAFETY AND EFFICACY OF DIRECT ORAL ANTICOAGULANTS IN AF PATIENTS WITH NON-MECHANICAL VALVES: A COHORT STUDY (SAFE VALVE)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Cohort; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464637,0.0007117639,0.001114537,0.0006959265,0.0008447321,0.00165029,0.0006382476,0.001131129,0.002224693],"category_scores_gemma":[0.00327257,0.0008343216,0.002783688,0.001154397,0.0005369625,0.001221317,0.000739177,0.00179317,0.0005985809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148979,"about_ca_system_score_gemma":0.000804504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003530143,"about_ca_topic_score_gemma":0.00484894,"domain_scores_codex":[0.9988827,0.0002236976,0.0001612348,0.0003367345,0.0002021649,0.0001934616],"domain_scores_gemma":[0.9971099,0.0004655271,0.000899846,0.0005334638,0.0003340114,0.000657289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01317144,0.001017228,0.9785076,0.00006823133,0.002500929,0.0002522768,0.0002608263,0.00008135517,0.00124238,0.00005799345,0.0003501237,0.002489448],"study_design_scores_gemma":[0.001888639,0.004479628,0.990934,0.00002270507,0.001117304,0.0004482132,0.0003245152,0.0002102309,0.0001658537,0.00007051611,0.0003017479,0.00003676785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989787,0.0002054785,0.00006459364,0.00002819469,0.00001579971,0.00002556535,0.0004797398,0.000002855136,0.0001990165],"genre_scores_gemma":[0.9978974,0.0001899926,0.0001416904,0.00008879333,0.0000745942,0.00004453994,0.001175152,0.000005277063,0.0003825845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003530143,"threshold_uncertainty_score":0.007745802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787123034995359,"score_gpt":0.2969085372764905,"score_spread":0.2690373069265369,"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."}}