{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008692688,0.0002356069,0.0005110688,0.00007376137,0.0003921093,0.00003129573,0.0002588418,0.000136761,0.0004516191],"category_scores_gemma":[0.001198049,0.0001307145,0.0002762986,0.0009724727,0.0003875321,0.00007281346,0.0001062786,0.0004071833,0.00001312813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009977364,"about_ca_system_score_gemma":0.0001278324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005641981,"about_ca_topic_score_gemma":0.000001326665,"domain_scores_codex":[0.9975951,0.0003100367,0.0006114737,0.0003574337,0.0007223012,0.0004037123],"domain_scores_gemma":[0.9965432,0.002266679,0.0002595678,0.0005222421,0.0001819769,0.0002262865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02730909,0.009165039,0.6164181,0.0005868051,0.001768385,0.0009535392,0.005997861,0.04871694,0.02290754,0.1105213,0.01160543,0.1440499],"study_design_scores_gemma":[0.1159448,0.008504192,0.337429,0.001053037,0.001256996,0.000323665,0.001402004,0.1324522,0.08376679,0.00543787,0.3106676,0.001761873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858136,0.00006520392,0.00007710252,0.006455386,0.0003826006,0.0005615397,0.00003436505,0.0001067981,0.006503435],"genre_scores_gemma":[0.9969563,0.000005642769,0.0002620318,0.002365757,0.0001742727,0.000006722116,0.00001184341,0.00001551098,0.0002019139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990622,"threshold_uncertainty_score":0.5330382,"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."}}