{"id":"W2509181515","doi":"10.1097/sla.0000000000001959","title":"The Effect of Technical Performance on Patient Outcomes in Surgery","year":2016,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; PsycINFO; MEDLINE; Psychological intervention; Evidence-based medicine; Physical therapy; Emergency medicine; Intensive care medicine; Alternative medicine; Nursing","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":[0.01998639,0.001346513,0.006352523,0.008573204,0.0006243736,0.00358763,0.001710503,0.001782106,0.002970689],"category_scores_gemma":[0.1219368,0.000900321,0.009063021,0.00923563,0.001544367,0.002686065,0.00168684,0.001638867,0.0002104097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360048,"about_ca_system_score_gemma":0.008974251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850599,"about_ca_topic_score_gemma":0.01514273,"domain_scores_codex":[0.9666123,0.01378071,0.01107948,0.001831554,0.006249086,0.0004467811],"domain_scores_gemma":[0.8616727,0.1042341,0.02690539,0.001148236,0.005386777,0.0006527147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003705706,0.00003313354,0.0040824,0.9357309,0.02811408,0.00008429664,0.0002985832,0.000148722,0.0001117214,0.0001680147,0.0007199184,0.03013767],"study_design_scores_gemma":[0.0004320689,0.0005346275,0.02323387,0.842503,0.1243281,0.0004943704,0.0004135961,0.0001370818,0.0002875676,0.0003153669,0.007261953,0.0000582527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003014751,0.9958859,0.0001182073,0.000217843,0.00009177977,0.0001479711,0.000251558,0.000005101154,0.0002669303],"genre_scores_gemma":[0.08028872,0.9170021,0.001071764,0.0005392785,0.0001613082,0.0005386688,0.0002796625,0.000008626089,0.0001098611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01998639,"threshold_uncertainty_score":0.1056994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3105370567006362,"score_gpt":0.4228667163442197,"score_spread":0.1123296596435835,"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."}}