{"id":"W2000534375","doi":"10.1089/end.2011.0432","title":"Simulating Laparoscopic Renal Hilar Vessel Injuries: Preliminary Evaluation of a Novel Surgical Training Model for Residents","year":2011,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Nephrectomy; Trainer; Construct validity; Training system; Surgery; Laparoscopy; Physical therapy; Kidney; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936981,0.0007367248,0.0002409687,0.00045293,0.0002566015,0.0004009618,0.001039338,0.0005605977,0.002379431],"category_scores_gemma":[0.00317457,0.0002516288,0.0004450757,0.0001841078,0.0004120859,0.0004544482,0.0008805983,0.0003674327,0.0003742007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000560387,"about_ca_system_score_gemma":0.001019893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016092,"about_ca_topic_score_gemma":0.002512598,"domain_scores_codex":[0.999388,0.000215842,0.00004086113,0.000071534,0.0002124533,0.00007137944],"domain_scores_gemma":[0.9983845,0.0005312928,0.0001555142,0.0001421619,0.0004023543,0.0003841681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009304817,0.06622921,0.159918,0.002208237,0.0003933838,0.001714137,0.0045733,0.1917938,0.2586739,0.001232675,0.002953056,0.3010055],"study_design_scores_gemma":[0.002014133,0.2842367,0.1560044,0.0004608253,0.0006583635,0.00301714,0.002961185,0.3826019,0.1518053,0.0008121296,0.01510569,0.0003222923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900019,0.00003382291,0.008439829,0.00006921721,0.00002132621,0.0006309173,0.00009160395,0.00008285172,0.0006284653],"genre_scores_gemma":[0.955725,0.0002106306,0.04172648,0.00006312932,0.00001663841,0.0007190575,0.0004444251,0.00001855643,0.001076229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002379431,"threshold_uncertainty_score":0.01024389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2285548429702123,"score_gpt":0.3953290543486709,"score_spread":0.1667742113784586,"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."}}