{"id":"W4323350830","doi":"10.1093/jcag/gwac036.119","title":"A119 DEVELOPMENT AND EVALUATION OF LOW-COST GEL POLYPS FOR POLYPECTOMY SKILLS TRAINING IN NOVICE ENDOSCOPISTS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Polypectomy; Rubric; Medicine; Likert scale; Checklist; Medical physics; Visual analogue scale; Colonoscopy; Surgery; Psychology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003890239,0.0005468556,0.0003211982,0.0005653371,0.0003366494,0.0006078871,0.0006712346,0.0005942321,0.002240745],"category_scores_gemma":[0.008822703,0.0002882149,0.0006580991,0.0001465451,0.0003818912,0.0003934012,0.0008969842,0.0004231722,0.0005683941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157362,"about_ca_system_score_gemma":0.0009596769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438026,"about_ca_topic_score_gemma":0.001240145,"domain_scores_codex":[0.9977843,0.0009097895,0.0002000165,0.000239141,0.0006766006,0.0001901977],"domain_scores_gemma":[0.9945305,0.001743107,0.0007264384,0.0003342736,0.001225009,0.001440669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009884156,0.08531582,0.2226379,0.00405686,0.0003877539,0.00285604,0.009968015,0.009930075,0.1915094,0.0007640147,0.003476127,0.4592139],"study_design_scores_gemma":[0.001667297,0.3742463,0.4926929,0.0006567688,0.0004680222,0.003469117,0.004700985,0.01184036,0.08612828,0.0003952186,0.02347208,0.0002627012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963212,0.0001135731,0.001630403,0.00004743027,0.0000169033,0.0006946695,0.00005581286,0.00002895629,0.001091195],"genre_scores_gemma":[0.9709232,0.0003481331,0.02602512,0.0001267306,0.00002023688,0.0009018443,0.0002325852,0.00001993116,0.001402082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003890239,"threshold_uncertainty_score":0.02057385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436635067760193,"score_gpt":0.2925841226080477,"score_spread":0.2682177719304457,"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."}}