{"id":"W4388271641","doi":"10.1016/j.jcjd.2023.10.077","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 Diabetes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Internal medicine; Surgery","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":[0.001428144,0.0007324835,0.00112453,0.0006739265,0.0008288762,0.001527875,0.000595677,0.001130081,0.002324541],"category_scores_gemma":[0.002818875,0.0008101352,0.002708838,0.001081106,0.0005499573,0.001215189,0.000687529,0.001754408,0.0006547163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725102,"about_ca_system_score_gemma":0.0007110057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701347,"about_ca_topic_score_gemma":0.003530524,"domain_scores_codex":[0.9989518,0.0002147002,0.000150911,0.0003162076,0.0001861065,0.0001803077],"domain_scores_gemma":[0.9974032,0.0004138853,0.0008192604,0.0004836278,0.0002876135,0.0005923927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01931403,0.001286606,0.9705405,0.00008325891,0.002645334,0.0003097128,0.0002832692,0.00009274378,0.001708704,0.00006430173,0.000355552,0.003315953],"study_design_scores_gemma":[0.002463864,0.006536969,0.9880712,0.00002426951,0.001171788,0.0005191448,0.0003045915,0.0002146589,0.0002141267,0.00008015773,0.0003576269,0.0000415783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989296,0.0002409984,0.00007250606,0.00002681456,0.00001599366,0.00002944236,0.0004745663,0.000003123153,0.0002070789],"genre_scores_gemma":[0.9976897,0.0002133397,0.0001561829,0.00009416963,0.00007495502,0.00005010702,0.001250525,0.000005768633,0.0004652144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701347,"threshold_uncertainty_score":0.00777638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891971782472106,"score_gpt":0.2746198552887018,"score_spread":0.2657278835062297,"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."}}