{"id":"W3174210933","doi":"10.1532/hsf.3857","title":"The Gap in Prescribing Stroke Prevention Therapies in Postoperative Atrial Fibrillation After Isolated Coronary Artery Bypass Grafting Surgery","year":2021,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences North","funders":"","keywords":"Medicine; Atrial fibrillation; Perioperative; Logistic regression; Stroke (engine); Internal medicine; Artery; Bypass grafting; Cardiology; Coronary artery bypass surgery; Medical prescription; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00119688,0.0000984054,0.000276005,0.000749264,0.0003911149,0.0006392691,0.0003529223,0.0004385863,0.001521464],"category_scores_gemma":[0.005420302,0.0001571858,0.000264561,0.001229855,0.0002419346,0.0005172645,0.0006984084,0.0007298955,0.0001502017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405105,"about_ca_system_score_gemma":0.001154058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163518,"about_ca_topic_score_gemma":0.01933677,"domain_scores_codex":[0.9989272,0.0002640193,0.0001839899,0.0001647241,0.0002234171,0.0002366932],"domain_scores_gemma":[0.9957656,0.001194919,0.002161836,0.0001165554,0.000297905,0.0004631695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004053167,0.00003163137,0.9967982,0.0000109624,0.00001275215,0.00005440537,0.0001439185,0.00002997169,0.00004931097,0.00003206979,0.000112368,0.002683965],"study_design_scores_gemma":[0.000002026613,0.00003019344,0.9990464,0.00001722521,0.000006491807,0.0001351233,0.0003604062,0.0002499011,0.00001637583,0.00003125022,0.0001027113,0.000001976245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985287,0.0004192469,0.00006610226,0.0004625607,0.00001015224,0.000002326544,0.0001302508,0.000001317647,0.0003791993],"genre_scores_gemma":[0.9995753,0.000161851,0.00004810608,0.00006805844,0.00001144681,0.000002583085,0.00009121725,6.070858e-7,0.00004082511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163518,"threshold_uncertainty_score":0.0325132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05996103038324837,"score_gpt":0.3057433350268595,"score_spread":0.2457823046436111,"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."}}