{"id":"W4403227529","doi":"10.1016/j.cjca.2024.08.103","title":"CLINICALLY SIGNIFICANT ADHERENCE THRESHOLDS FOR ORAL ANTICOAGULANTS IN PATIENTS WITH ATRIAL FIBRILLATION","year":2024,"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; Internal medicine; Cardiology","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":[0.001365826,0.0002688033,0.0006957073,0.0009391664,0.0005648397,0.001388456,0.0004589164,0.001348242,0.00191401],"category_scores_gemma":[0.01758832,0.0002198121,0.0008384686,0.001219095,0.000288266,0.0006961974,0.0005008132,0.001970306,0.0002372771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782414,"about_ca_system_score_gemma":0.0009628706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609905,"about_ca_topic_score_gemma":0.01010729,"domain_scores_codex":[0.9974789,0.0006744807,0.000660004,0.0002345306,0.000665413,0.0002865699],"domain_scores_gemma":[0.9900064,0.004499618,0.003676731,0.0002308849,0.0008295408,0.000756714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308711,0.0001607064,0.9893928,0.00006463871,0.0001468926,0.0002073097,0.0001873057,0.0001324236,0.000129943,0.0003219207,0.0009567721,0.007868569],"study_design_scores_gemma":[0.00004473045,0.0002357306,0.9959156,0.0000901075,0.0001179172,0.0007667286,0.0004642559,0.0008636673,0.00007703945,0.0007922585,0.00061224,0.000019704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803029,0.004648576,0.0004536139,0.002256394,0.0002090764,0.00004778849,0.0007838806,0.00002738205,0.01127047],"genre_scores_gemma":[0.9983607,0.0003367345,0.000305339,0.00037485,0.00007437845,0.00001982114,0.0003064247,0.000004218253,0.0002175784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007609905,"threshold_uncertainty_score":0.01513124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06766352546534651,"score_gpt":0.3400841866400616,"score_spread":0.2724206611747151,"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."}}