{"id":"W2153767971","doi":"10.1161/circoutcomes.7.suppl_1.215","title":"Abstract 215: Use of Chronic Medications among Patients with Non-Valvular Atrial Fibrillation","year":2014,"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":"Douglas College","funders":"","keywords":"Medicine; Dosing; Atrial fibrillation; Medical prescription; Pharmacy; Pill; Regimen; Off-label use; Evening; Emergency medicine; Internal medicine; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005098945,0.0002070096,0.0002735607,0.001249077,0.0005119519,0.0007447018,0.000411221,0.00046162,0.00586088],"category_scores_gemma":[0.002582241,0.0001695011,0.0004040523,0.001773886,0.0001899428,0.0005447185,0.0005417149,0.0005037916,0.001065473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067646,"about_ca_system_score_gemma":0.000577029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902874,"about_ca_topic_score_gemma":0.005209872,"domain_scores_codex":[0.999076,0.0001195628,0.0002773753,0.0001919431,0.000256818,0.00007827184],"domain_scores_gemma":[0.9966756,0.0003585457,0.002319885,0.0001176211,0.000258626,0.0002696624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003169864,0.00003219892,0.9954698,0.00004500269,0.00002385411,0.00004332731,0.00005939007,0.00002709353,0.00006360259,0.00001659089,0.001080186,0.003107385],"study_design_scores_gemma":[0.00000695636,0.0000468151,0.9985937,0.00002629861,0.00001431908,0.0002376832,0.00007136095,0.0001141445,0.00004341626,0.00002405573,0.0008184512,0.000002859991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735886,0.0007589697,0.0002369981,0.0005216733,0.00004040385,0.0001285014,0.01882263,0.00003118704,0.005871072],"genre_scores_gemma":[0.990598,0.0004576967,0.000435125,0.0003650054,0.0001249343,0.0001603547,0.006906215,0.000005849409,0.0009468428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00586088,"threshold_uncertainty_score":0.01960665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05494008668860313,"score_gpt":0.3116317422009713,"score_spread":0.2566916555123682,"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."}}