{"id":"W4387337664","doi":"10.1016/j.cjca.2023.06.297","title":"EFFECTS OF ADHERENCE TO WARFARIN VS. DOACS ON ATRIAL FIBRILLATION OUTCOMES","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; Warfarin; Atrial fibrillation; Medication adherence; Internal medicine; Stroke (engine); 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":[0.003638157,0.000443649,0.001544674,0.0005391614,0.0008564114,0.00163689,0.0009805588,0.002106,0.004195623],"category_scores_gemma":[0.01441237,0.0004486336,0.004250401,0.0008575329,0.0005797515,0.001515856,0.001289794,0.003544,0.0002479136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122748,"about_ca_system_score_gemma":0.002344262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463206,"about_ca_topic_score_gemma":0.02444202,"domain_scores_codex":[0.9960949,0.001141208,0.0003888738,0.0006894551,0.0004716996,0.001213913],"domain_scores_gemma":[0.9908367,0.003981813,0.002306206,0.0004769362,0.0005206449,0.001877675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1066249,0.004848721,0.8451782,0.0003521134,0.008567664,0.0001695541,0.0005679735,0.001217107,0.0003652445,0.0005698601,0.001354166,0.03018464],"study_design_scores_gemma":[0.003183659,0.01405988,0.9738683,0.0001115945,0.004095489,0.00009106304,0.0006503112,0.002225278,0.0001645512,0.0007340441,0.0007419435,0.00007382138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952254,0.001564755,0.0000531426,0.0007172097,0.0001405468,0.00002711304,0.0005105914,0.000006823628,0.001754387],"genre_scores_gemma":[0.9982528,0.0002800972,0.00006314625,0.0002796467,0.0001623464,0.00002851251,0.0003628881,0.000003899545,0.0005666548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463206,"threshold_uncertainty_score":0.04897738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338937351089001,"score_gpt":0.3274995209718233,"score_spread":0.2741101474609333,"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."}}