{"id":"W3007990492","doi":"10.1093/jcag/gwz047.142","title":"A143 IMPACT OF A SIMULATION-BASED AUGMENTED REALITY CURRICULUM ON POLYPECTOMY SKILLS AMONG NOVICE ENDOSCOPISTS: A RANDOMIZED CONTROLLED TRIAL","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; St. Michael's Hospital; Queen's University","funders":"","keywords":"Polypectomy; Augmented reality; Colonoscopy; Curriculum; Medicine; Randomized controlled trial; Medical physics; General surgery; Surgery; Computer science; Artificial intelligence; Internal medicine; Psychology; 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":[0.002274812,0.0001792305,0.001332626,0.0002959997,0.0001108418,0.00003920139,0.0009023582,0.0001333268,0.00002496012],"category_scores_gemma":[0.004382767,0.0001230776,0.00100726,0.0004198393,0.0001177046,0.0001465217,0.00004378569,0.0003600435,0.000001728546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473988,"about_ca_system_score_gemma":0.001121365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01022028,"about_ca_topic_score_gemma":0.02828457,"domain_scores_codex":[0.9954967,0.00187916,0.001486083,0.0001856603,0.0006259374,0.0003264945],"domain_scores_gemma":[0.9922155,0.001508177,0.004957274,0.0003399797,0.0006490225,0.0003300085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3745001,0.001019449,0.1815596,0.00002765794,0.002647384,0.000007790011,0.000775484,0.4349563,0.0002218406,0.001023641,0.003200776,0.00005993507],"study_design_scores_gemma":[0.7300861,0.001545312,0.01821576,0.00005786177,0.0002312148,0.000001865403,0.00001320962,0.2494835,0.00004186152,0.0002144366,0.00003383504,0.0000749502],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833732,0.000008117327,0.1206669,0.04189182,0.0005281248,0.00286819,0.0001033643,0.00001989054,0.0001815759],"genre_scores_gemma":[0.9979716,0.000001716108,0.0003138189,0.001543153,0.0001088779,0.00003071713,0.00000505366,0.000008648433,0.0000164164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3555861,"threshold_uncertainty_score":0.9963707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008002895937137674,"score_gpt":0.2667268880996626,"score_spread":0.2587239921625249,"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."}}