{"id":"W1680955175","doi":"10.1016/j.jpurol.2015.06.017","title":"Endoscopic correction of vesicoureteral reflux simulator curriculum as an effective teaching tool: Pilot study","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Vesicoureteral reflux; Simulation; Urology; Reflux; Medical physics; Internal medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242816,0.0001277333,0.0004542882,0.0003191753,0.00004524082,0.000009983139,0.00008279328,0.00007370376,0.000056855],"category_scores_gemma":[0.001514778,0.0000976654,0.00008429145,0.0001963808,0.0000269385,0.0001735343,0.00002340135,0.0006157029,0.000008189339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006940916,"about_ca_system_score_gemma":0.0001137526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004851807,"about_ca_topic_score_gemma":0.000002858632,"domain_scores_codex":[0.9982069,0.0004935656,0.0005806797,0.0001500821,0.0003886151,0.0001802047],"domain_scores_gemma":[0.9983457,0.0004315849,0.0005048708,0.0001253993,0.0003532596,0.0002391909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002730196,0.0053513,0.9745217,0.0000112758,0.000287753,0.0003588225,0.002006206,0.003398195,0.0001339664,0.00005241201,0.0003750332,0.01077317],"study_design_scores_gemma":[0.05650021,0.1873775,0.7311548,0.00001180432,0.002730687,0.0006112929,0.001994374,0.01576235,0.0000816903,0.0005066863,0.002983165,0.0002854911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996747,0.0001325604,0.0003224237,0.00008868608,0.001759162,0.0002859391,4.654743e-7,0.000021158,0.0006426029],"genre_scores_gemma":[0.9972852,0.000006001372,0.0001101974,0.0002973882,0.002261695,0.000002568493,0.000001642047,0.00001522574,0.00002000751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433669,"threshold_uncertainty_score":0.398268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370006953563048,"score_gpt":0.3443306742124897,"score_spread":0.3106306046768592,"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."}}