{"id":"W2615770222","doi":"10.1055/s-0037-1603203","title":"Cardiac Surgeons after Vacation: Refreshed or Rusty?","year":2017,"lang":"en","type":"article","venue":"The Thoracic and Cardiovascular Surgeon","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Bypass grafting; Intensive care unit; Propensity score matching; Odds ratio; Relative risk; Artery; Surgery; General surgery; Emergency medicine; Confidence interval; Internal medicine","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":[0.001134367,0.0001402799,0.0002181767,0.0006671682,0.0007140749,0.0009377786,0.0004668354,0.0004013953,0.00412427],"category_scores_gemma":[0.01227527,0.0001020838,0.0002879954,0.001140181,0.001114887,0.000617066,0.0007450489,0.0006441207,0.0002984671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297791,"about_ca_system_score_gemma":0.00148485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132281,"about_ca_topic_score_gemma":0.03490218,"domain_scores_codex":[0.9986519,0.0003014333,0.0001522271,0.0001243999,0.0004508935,0.0003191686],"domain_scores_gemma":[0.9831566,0.00165898,0.01168673,0.0003166213,0.000763765,0.002417178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458186,0.00004099892,0.9820324,0.00008181159,0.00004447098,0.0002961427,0.0008174561,0.00003864885,0.0001908822,0.0001061163,0.001920853,0.01428444],"study_design_scores_gemma":[0.000009209777,0.00009858553,0.9952198,0.0001336749,0.0000142003,0.0008159418,0.001775373,0.00005416511,0.00005658592,0.000116553,0.00169842,0.000007604891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914032,0.001680282,0.0001830978,0.003995052,0.0001439572,0.000014697,0.0003284296,0.000009938694,0.002241464],"genre_scores_gemma":[0.9982859,0.0004889511,0.00009875948,0.0005399423,0.0001351797,0.000007968403,0.0002114758,0.000003336373,0.0002283393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0132281,"threshold_uncertainty_score":0.02630216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297657461414212,"score_gpt":0.300310003307602,"score_spread":0.2773334286934599,"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."}}