{"id":"W4200473609","doi":"10.1016/j.jacc.2021.09.1370","title":"Longitudinal Oral Anticoagulant Adherence Trajectories in Patients With Atrial Fibrillation","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia Hospital; Providence Health Care Research Institute; Providence Health Care; Vancouver General Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Discontinuation; Atrial fibrillation; Cohort; Psychological intervention; Stroke (engine); Cohort study; Psychosocial; Population; Demography; Internal medicine; Pediatrics; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001258349,0.0003456341,0.0005079904,0.0008168591,0.0009108611,0.001567616,0.0006450671,0.001365924,0.002668491],"category_scores_gemma":[0.005073563,0.0005311898,0.00116304,0.001647255,0.0002611766,0.001472714,0.001167014,0.00230362,0.0004686884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686422,"about_ca_system_score_gemma":0.000780082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860862,"about_ca_topic_score_gemma":0.02261051,"domain_scores_codex":[0.9990054,0.0002423982,0.0001321972,0.0002541355,0.0001084741,0.0002574603],"domain_scores_gemma":[0.9974106,0.0004644766,0.0008697233,0.0003227661,0.0003905263,0.0005419003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266255,0.00008974417,0.9984171,0.00000600326,0.0001327909,0.00002626727,0.00008360548,0.00003667066,0.00005153623,0.00003655055,0.0001187744,0.0008743085],"study_design_scores_gemma":[0.000008049725,0.00009951745,0.9987316,0.00001152278,0.00005741914,0.00006708414,0.0003256573,0.0003969787,0.00002187658,0.00008115199,0.0001912127,0.000007912766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975461,0.0004949861,0.000156558,0.0002487294,0.00003080349,0.000009475415,0.0009382993,0.000006121371,0.0005689038],"genre_scores_gemma":[0.9981286,0.0002024709,0.0001015965,0.00008549446,0.00002294205,0.00001338038,0.0009685458,0.000003304359,0.0004737006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860862,"threshold_uncertainty_score":0.03700066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447676660631751,"score_gpt":0.3041506058528725,"score_spread":0.269673839246555,"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."}}