{"id":"W1976679299","doi":"10.1016/j.surg.2008.09.009","title":"Learning in a new cardiac surgical center: An analysis of precursor events","year":2008,"lang":"en","type":"article","venue":"Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Cancer Centre","funders":"","keywords":"Medicine; Decile; Adverse effect; Emergency medicine; Internal medicine","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":[0.001037754,0.0002214299,0.0004873296,0.003863507,0.001483438,0.001731237,0.0008021646,0.0008534982,0.004891799],"category_scores_gemma":[0.01111483,0.0002272649,0.0004762341,0.002193797,0.0003804452,0.001953727,0.002192105,0.00120108,0.0008053274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328508,"about_ca_system_score_gemma":0.002783447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223096,"about_ca_topic_score_gemma":0.01626297,"domain_scores_codex":[0.9985948,0.0002620782,0.0002021808,0.0001600187,0.0004512488,0.0003296772],"domain_scores_gemma":[0.9863729,0.0033525,0.002892661,0.0004460946,0.003763356,0.003172417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539292,0.0003210086,0.990603,0.00002567729,0.0000196518,0.0004303003,0.0006958288,0.0001614331,0.0001081961,0.0002002768,0.0002519832,0.006928778],"study_design_scores_gemma":[0.00001331012,0.0005664992,0.9891397,0.00002817593,0.00002866605,0.0006900061,0.007371781,0.0009292186,0.000237522,0.0002182568,0.000753632,0.00002333465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996801,0.0001012786,0.0001907694,0.00008740691,0.000005712483,0.0000918564,0.0006094524,0.00001263857,0.002099895],"genre_scores_gemma":[0.9980416,0.0001291042,0.0003030717,0.00004564088,0.000007556951,0.00005092735,0.0007154485,0.000007895432,0.0006986219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01223096,"threshold_uncertainty_score":0.02431953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09568417867695424,"score_gpt":0.4033669663758728,"score_spread":0.3076827876989186,"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."}}