{"id":"W2948437670","doi":"10.1016/j.gie.2019.04.009","title":"124 IMPACT OF A GAME-BASED LEARNING INTERVENTION IN SIMULATION-BASED ENDOSCOPY TRAINING ON COLONOSCOPY PERFORMANCE IN NOVICE ENDOSCOPISTS - A RANDOMIZED TRIAL","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital","funders":"","keywords":"Medicine; Colonoscopy; Curriculum; Randomized controlled trial; Endoscopy; Intervention (counseling); Dreyfus model of skill acquisition; Medical education; Medical physics; Physical therapy; Radiology; Surgery; Nursing; Internal medicine; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084945,0.002793366,0.003928546,0.0008130059,0.001047613,0.001836256,0.001919806,0.004723457,0.01120362],"category_scores_gemma":[0.00485322,0.00132889,0.00397586,0.0005781755,0.001717548,0.001268155,0.001209672,0.004397175,0.001746171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766856,"about_ca_system_score_gemma":0.002131198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377988,"about_ca_topic_score_gemma":0.002814857,"domain_scores_codex":[0.9977379,0.0009298719,0.0002510974,0.0005139426,0.0001936138,0.0003735381],"domain_scores_gemma":[0.9972714,0.001095656,0.0004268014,0.0001806628,0.000226521,0.0007989907],"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":[0.9573042,0.0346516,0.0003228486,0.000528637,0.0009913943,0.00002078172,0.00004040882,0.0002936441,0.0008617623,0.00007704179,0.0002444843,0.004663299],"study_design_scores_gemma":[0.8329819,0.1622459,0.001872147,0.00008650932,0.001119366,0.000009016388,0.00004230293,0.0007091458,0.0004240239,0.0001353946,0.0003441171,0.00003013093],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838799,0.00134395,0.0009157522,0.0005208457,0.001414458,0.009260707,0.0006397283,0.0001038651,0.001920834],"genre_scores_gemma":[0.9790715,0.0009682755,0.002194355,0.0005918401,0.0007431069,0.01255536,0.0006581039,0.00002132006,0.003196109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120362,"threshold_uncertainty_score":0.03747982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281648241293188,"score_gpt":0.3466636948833544,"score_spread":0.3184988707540356,"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."}}