{"id":"W2921534042","doi":"10.1093/jcag/gwz006.210","title":"A211 IMPACT OF A GAME-BASED LEARNING INTERVENTION IN SIMULATION-BASED ENDOSCOPY TRAINING ON COLONOSCOPY PERFORMANCE IN NOVICE ENDOSCOPISTS - A RANDOMIZED CONTROLLED TRIAL","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital","funders":"","keywords":"Curriculum; Colonoscopy; Randomized controlled trial; Medicine; Endoscopy; Physical therapy; Medical physics; Medical education; Psychology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002660019,0.002004099,0.004279639,0.001016679,0.0008972471,0.00138906,0.002074483,0.003825619,0.01034965],"category_scores_gemma":[0.005536708,0.001052272,0.002017582,0.0005940011,0.001746446,0.001157684,0.0009916159,0.003361637,0.0009906981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656761,"about_ca_system_score_gemma":0.002552404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001693,"about_ca_topic_score_gemma":0.002993119,"domain_scores_codex":[0.9972392,0.001247559,0.0003109807,0.0005660771,0.0002519224,0.000384261],"domain_scores_gemma":[0.996906,0.001380529,0.0004409601,0.0001761956,0.0002261553,0.0008701243],"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":[0.9540048,0.03318241,0.0002443538,0.001018407,0.0005257329,0.00002904642,0.00007423371,0.0002469676,0.0008333797,0.000117554,0.000309963,0.009413156],"study_design_scores_gemma":[0.8928507,0.1043725,0.001028683,0.00008721185,0.0003425496,0.000007725117,0.00003010284,0.0005517029,0.0002980057,0.0000930561,0.0003225339,0.00001524636],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607391,0.002121703,0.001045203,0.0005406257,0.001544707,0.03059164,0.0007066131,0.0002113292,0.002499132],"genre_scores_gemma":[0.9343941,0.001334414,0.004980156,0.0005694336,0.0006920975,0.054718,0.000424846,0.00002334343,0.002863729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034965,"threshold_uncertainty_score":0.03462309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013626504821292,"score_gpt":0.2957041775624454,"score_spread":0.2820776727411534,"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."}}