{"id":"W4389956715","doi":"10.1161/circ.148.suppl_1.12488","title":"Abstract 12488: Oral Anticoagulation for New Onset Post-Operative Atrial Fibrillation After Combined Coronary Artery Bypass Grafting and Valve Surgery is Not Associated With Improved Outcomes","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Atrial fibrillation; Hazard ratio; Stroke (engine); Cardiology; Internal medicine; Population; Surgery; Confidence interval","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":[0.0009400142,0.0001367294,0.0004102961,0.0003881612,0.0003069282,0.0006731011,0.0003984938,0.0003505602,0.005294906],"category_scores_gemma":[0.003957722,0.0001045099,0.0004513902,0.001267065,0.0003343803,0.0002823558,0.0002670616,0.0003789598,0.0003763621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217013,"about_ca_system_score_gemma":0.00333281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1267845,"about_ca_topic_score_gemma":0.1614634,"domain_scores_codex":[0.9994339,0.00006785472,0.00007109914,0.0001151421,0.0002020005,0.0001099945],"domain_scores_gemma":[0.9967608,0.0004763035,0.001718893,0.0001728918,0.000456049,0.0004151532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009656408,0.00004725963,0.9920192,0.00009283542,0.0002289474,0.0001005147,0.00004846241,0.00004745713,0.0003198282,0.00002296462,0.0007870038,0.005319848],"study_design_scores_gemma":[0.00007873251,0.0001052998,0.9991487,0.00002399393,0.0001130874,0.00009445108,0.00002956059,0.0000813935,0.00003420511,0.00002175138,0.0002665466,0.000002220154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922109,0.001046965,0.0001270462,0.0005031644,0.00005367061,0.00004136189,0.003849738,0.00001254893,0.002154547],"genre_scores_gemma":[0.9971276,0.0002973267,0.00009806793,0.0001134988,0.00005351642,0.00001319273,0.001634066,0.000003548976,0.0006592678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267845,"threshold_uncertainty_score":0.2520931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06263065458552003,"score_gpt":0.3219515209036605,"score_spread":0.2593208663181404,"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."}}