{"id":"W231960350","doi":"10.1016/j.gie.2015.04.008","title":"Impact of a simulation training curriculum on technical and nontechnical skills in colonoscopy: a randomized trial","year":2015,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Health Sciences Centre; Sunnybrook Health Science Centre; The Wilson Centre; SickKids Foundation; University Health Network; University of Toronto; St. Michael's Hospital","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Colonoscopy; Medicine; Randomized controlled trial; Curriculum; Physical therapy; Simulation training; Task (project management); Rating scale; Medical physics; Simulation; Surgery; Computer science; Internal medicine; Psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001309503,0.0002080486,0.0009267667,0.0002450905,0.00002126448,0.00001402218,0.00005838661,0.00008038819,0.00005175037],"category_scores_gemma":[0.009405883,0.0001534799,0.0002427374,0.0003193083,0.0002411218,0.00006496146,0.00003084545,0.0003602466,0.000005379889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145157,"about_ca_system_score_gemma":0.0002312617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007613131,"about_ca_topic_score_gemma":0.000005870966,"domain_scores_codex":[0.9981343,0.0002351603,0.0006748518,0.0002950478,0.0003557834,0.0003048868],"domain_scores_gemma":[0.9970027,0.00219093,0.0001972618,0.0001596951,0.0001278289,0.0003216271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9611714,0.0009114869,0.02553358,0.00001309376,0.00002442846,0.00008609254,0.0001850662,0.009997037,0.000631322,0.0002825397,0.00001016404,0.001153717],"study_design_scores_gemma":[0.9178785,0.008433317,0.01136078,0.0008206952,0.00006343236,0.0004294133,0.00007842261,0.06044929,0.00002042391,0.00032933,0.00001024984,0.0001261333],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888865,0.00001994799,0.006540971,0.00009590147,0.00004653469,0.001248175,0.000004259088,0.00008784781,0.003069901],"genre_scores_gemma":[0.9813535,0.000001750146,0.01841698,0.00004637521,0.00008816814,0.00004740784,0.00001417913,0.00001830752,0.00001336682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05045226,"threshold_uncertainty_score":0.9989383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444803197561282,"score_gpt":0.375567304966381,"score_spread":0.3311192729907682,"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."}}