{"id":"W101240808","doi":"10.1161/circ.116.suppl_16.ii_730-c","title":"Abstract 3248: Is It Safe to Train Residents to Perform Cardiac Surgery? Intermediate Term Follow-up","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Stroke (engine); Logistic regression; Myocardial infarction; Coronary artery disease; Surgery; Proportional hazards model; Emergency medicine; Cardiology; Internal medicine; Confidence interval","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":[0.0009298101,0.00009605111,0.0001813742,0.0005080667,0.0003247252,0.0003955946,0.0003741937,0.0003822305,0.004696985],"category_scores_gemma":[0.005794428,0.00007471602,0.0002074451,0.0003941814,0.0002223669,0.0004763492,0.0004095946,0.0004500611,0.0006364271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417926,"about_ca_system_score_gemma":0.0003319764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791526,"about_ca_topic_score_gemma":0.002485926,"domain_scores_codex":[0.9995572,0.00009995283,0.00006095991,0.00005750548,0.00009601724,0.0001283263],"domain_scores_gemma":[0.9956554,0.0005700153,0.002416758,0.0001004247,0.0004481566,0.0008092184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007091133,0.00004056622,0.9935206,0.00001474563,0.00001301624,0.00008971345,0.00004663967,0.00002236023,0.00006435789,0.00001034772,0.0006805903,0.005426204],"study_design_scores_gemma":[0.00000410965,0.0001281831,0.9987721,0.00002760359,0.0000146372,0.000287187,0.0001813113,0.0001234774,0.00008406309,0.00003323753,0.0003414871,0.000002708393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967319,0.0003821276,0.0001289857,0.000773889,0.00003280396,0.00001213706,0.0006366186,0.000006543028,0.001295109],"genre_scores_gemma":[0.9989548,0.0001424514,0.00008277171,0.0001120437,0.00004541761,0.00001089103,0.0003153876,0.000001086521,0.0003352342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004696985,"threshold_uncertainty_score":0.01571304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311445534146802,"score_gpt":0.307278437039661,"score_spread":0.2741639816981929,"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."}}