{"id":"W2131239719","doi":"10.1007/s00464-009-0726-6","title":"Testing the construct validity of the Simbionix GI Mentor II virtual reality colonoscopy simulator metrics: module matters","year":2009,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Interquartile range; Colonoscopy; Medicine; Construct validity; Wilcoxon signed-rank test; Hepatology; Mann–Whitney U test; Surgery; Internal medicine; Patient satisfaction; Colorectal cancer","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":[0.01280894,0.0004289939,0.0003848879,0.001091969,0.0005818237,0.001146495,0.0008309881,0.0006879256,0.002936241],"category_scores_gemma":[0.08319933,0.0003443556,0.001078836,0.0007300287,0.00104576,0.001466111,0.001895221,0.0008285811,0.0005399737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100396,"about_ca_system_score_gemma":0.001779176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134766,"about_ca_topic_score_gemma":0.001928651,"domain_scores_codex":[0.9894019,0.004291832,0.001086649,0.0009573222,0.003834964,0.0004273082],"domain_scores_gemma":[0.9299848,0.04393614,0.009002904,0.00521916,0.01000042,0.001856519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033608,0.001081939,0.9228208,0.000119399,0.0004303631,0.00003990507,0.003433745,0.001826411,0.002174075,0.002489184,0.001831121,0.06271963],"study_design_scores_gemma":[0.000255431,0.003257371,0.9733656,0.00008926993,0.0001747999,0.0001407221,0.00199761,0.01098878,0.003518478,0.001629511,0.004530772,0.0000515105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899734,0.00004869007,0.004683468,0.0003043672,0.00006452564,0.0002828437,0.0003361471,0.00006857546,0.004238],"genre_scores_gemma":[0.9937432,0.00003004751,0.004260858,0.0000778133,0.00001904623,0.0005736876,0.0003822972,0.00003705988,0.0008758865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280894,"threshold_uncertainty_score":0.06774098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06222204624863129,"score_gpt":0.330638258203085,"score_spread":0.2684162119544536,"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."}}