{"id":"W2920286486","doi":"10.1002/9781118863343.ch1.3","title":"Simulation in Urology","year":2019,"lang":"en","type":"other","venue":"","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Teamwork; Curriculum; Surgical simulation; Patient safety; Simulation training; Medicine; Population; Medical education; Medical physics; Computer science; Surgery; Simulation; Psychology; Health care; Pedagogy","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":[0.002662369,0.0007063373,0.0007448955,0.002078731,0.001025187,0.004438,0.001081171,0.003065686,0.08231403],"category_scores_gemma":[0.009298167,0.0002573254,0.0005846903,0.002212871,0.002946413,0.00286394,0.003632457,0.003470062,0.01711593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145634,"about_ca_system_score_gemma":0.004547677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307871,"about_ca_topic_score_gemma":0.002770127,"domain_scores_codex":[0.9972035,0.001321083,0.0002221763,0.0002368921,0.0008699765,0.000146426],"domain_scores_gemma":[0.9943007,0.003327413,0.0003222542,0.0003336982,0.0007538045,0.0009620599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004627791,0.00008219569,0.000906205,0.001340122,0.00001919548,0.000221979,0.0007514587,0.002490506,0.0002965787,0.2989327,0.1915972,0.5033155],"study_design_scores_gemma":[0.000007444295,0.00003639136,0.0005816979,0.001146098,0.000006011057,0.0005543651,0.0002560426,0.0007212468,0.0000978906,0.07716764,0.9194087,0.00001645067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002477992,0.1633423,0.05065765,0.0403742,0.01253613,0.0003033664,0.0007497378,0.001250843,0.7283079],"genre_scores_gemma":[0.1407355,0.3196502,0.07923993,0.02105739,0.01476918,0.001245218,0.002150731,0.001150105,0.4200019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08231403,"threshold_uncertainty_score":0.2753679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591285347235653,"score_gpt":0.3374879005280697,"score_spread":0.3015750470557131,"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."}}