{"id":"W4307024403","doi":"10.1016/j.cjca.2022.08.164","title":"IMPACT OF DIABETES AND GLUCOSE-LOWERING THERAPY ON POST-OPERATIVE ATRIAL FIBRILLATION AFTER CARDIAC SURGERY: SECONDARY ANALYSIS OF THE SEARCH-AF CARDIOLINK-1 RANDOMIZED CLINICAL TRIAL","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Diabetes mellitus; Internal medicine; Randomized controlled trial; Atrial flutter; Cardiac surgery; Cardiology; Cumulative incidence; Randomization; Incidence (geometry); Stroke (engine); Surgery; Cohort; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003312134,0.002319482,0.006541099,0.0005187552,0.0005097594,0.002269964,0.001328756,0.002731134,0.008175574],"category_scores_gemma":[0.007165848,0.0008851915,0.006372076,0.0006332582,0.00119849,0.001919278,0.0009271901,0.004499868,0.0008201642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216834,"about_ca_system_score_gemma":0.001115306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174827,"about_ca_topic_score_gemma":0.003142183,"domain_scores_codex":[0.9977165,0.001356527,0.000188211,0.0003838959,0.0001122574,0.0002426344],"domain_scores_gemma":[0.9959972,0.001980792,0.0009135635,0.0003389239,0.00020926,0.0005603224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9842529,0.0007676824,0.001850959,0.00122019,0.007664947,0.00003804898,0.00002181734,0.0002480521,0.0003765578,0.0001451101,0.0007151415,0.002698759],"study_design_scores_gemma":[0.9626179,0.01434865,0.00636436,0.0001413539,0.01454473,0.00005148994,0.00004185272,0.0006343863,0.0001533405,0.0004851033,0.0005834219,0.00003341697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644867,0.02229634,0.001186726,0.001835487,0.001731809,0.001402696,0.003299873,0.0001629283,0.003597521],"genre_scores_gemma":[0.9856483,0.004147131,0.001040168,0.00132515,0.001248198,0.001272973,0.002898038,0.00004312578,0.002377003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008175574,"threshold_uncertainty_score":0.02735007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676891948147818,"score_gpt":0.3504589029231608,"score_spread":0.3036899834416826,"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."}}