{"id":"W2552790787","doi":"10.1161/circoutcomes.6.suppl_1.a281","title":"Abstract 281: Adherence and Persistence for Antiarrhythmic and Rate Control Agents in Newly Diagnosed Atrial Fibrillation: Findings from the TREAT-AF Study","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; McGill University","funders":"","keywords":"Medicine; Propafenone; Sotalol; Atrial fibrillation; Digoxin; Amiodarone; Diltiazem; Retrospective cohort study; Metoprolol; Internal medicine; Medical prescription; Antiarrhythmic agent; Pharmacy; Medical record; Cohort; Heart disease; Heart failure; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340554,0.0002178567,0.0007391731,0.00008010403,0.0002283816,0.0001619546,0.00004918032,0.0001013596,0.00003683622],"category_scores_gemma":[0.0007550073,0.000160425,0.0005029201,0.0001357082,0.00008974223,0.0003124952,0.00003879184,0.00008842025,0.000005537673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003933104,"about_ca_system_score_gemma":0.00002411824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093672,"about_ca_topic_score_gemma":0.00005641978,"domain_scores_codex":[0.9982126,0.0002832277,0.0005346683,0.0004562112,0.0003174028,0.0001959169],"domain_scores_gemma":[0.9978042,0.001548558,0.0001302377,0.0003395865,0.00008495878,0.00009242318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219751,0.000004398108,0.9817477,0.00006611815,0.0008027944,0.000004901707,0.0007940481,0.0005046782,0.00003917109,0.00006761071,0.00001745489,0.0158291],"study_design_scores_gemma":[0.01136861,0.00006214239,0.9843277,0.00003467556,0.0006605168,0.000002858249,0.00126612,0.001387614,0.000003066791,0.000269616,0.000430337,0.0001867455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991148,0.002575079,0.0006912102,0.002137009,0.0001512356,0.003212928,0.00002169698,0.00003355621,0.00002927845],"genre_scores_gemma":[0.9989204,0.0002625279,0.0000890757,0.0002102268,0.0004020532,0.00001922432,0.00003960786,0.00001472926,0.00004209215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01564236,"threshold_uncertainty_score":0.6541941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270133219976712,"score_gpt":0.3457838603252651,"score_spread":0.2187705383275939,"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."}}