{"id":"W4360606971","doi":"10.1097/ju.0000000000003316.06","title":"PD30-06 A NOVEL SYSTEM FOR TEACHING INTRAOPERATIVE LAPAROSCOPIC SKILLS USING STANDARDIZED COMMUNICATION AND AN ENDOSCOPIC MONITOR FRAME OF REFERENCE TOOL","year":2023,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alphanumeric; Confusion; Terminology; Medical physics; Laparoscopic surgery; General surgery; Computer science; Laparoscopy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002150818,0.000902598,0.0004650461,0.0009981272,0.0003113381,0.00102358,0.001843818,0.001153046,0.04722561],"category_scores_gemma":[0.006044968,0.0004488456,0.0008258762,0.0003324676,0.0003933213,0.001688892,0.002257716,0.0009747359,0.01126647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004721997,"about_ca_system_score_gemma":0.001339113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008704549,"about_ca_topic_score_gemma":0.001016135,"domain_scores_codex":[0.9987302,0.0003137719,0.0001125726,0.0002094755,0.0005271955,0.000106652],"domain_scores_gemma":[0.9959632,0.001534084,0.0002596384,0.0003875259,0.001091256,0.0007643183],"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":[0.002871857,0.002477461,0.005285266,0.00124812,0.000122526,0.0008543274,0.0009052283,0.001598412,0.1368261,0.00181601,0.05289848,0.7930964],"study_design_scores_gemma":[0.005347744,0.03135657,0.05643138,0.001208803,0.001006484,0.01744849,0.001111558,0.08698022,0.2517262,0.00297055,0.5433928,0.001019139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2069437,0.001445095,0.6920459,0.001778786,0.001774794,0.005404512,0.002659835,0.0459366,0.04201077],"genre_scores_gemma":[0.2755281,0.001066812,0.6543602,0.001573884,0.0005812728,0.003416657,0.00266654,0.002225713,0.05858086],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04722561,"threshold_uncertainty_score":0.1579854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215604470236331,"score_gpt":0.3741891069626313,"score_spread":0.322033062260268,"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."}}