{"id":"W4407284980","doi":"10.1093/jcag/gwae059.039","title":"A39 IMPACT OF AN ENDOSCOPIC OPTICAL DIAGNOSIS COURSE ON GASTROINTESTINAL NEOPLASM CHARACTERIZATION SKILLS AMONG TRAINEE ENDOSCOPISTS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; SickKids Foundation","funders":"","keywords":"Course (navigation); Set (abstract data type); Medicine; Psychology; General surgery; Computer science; Engineering","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":[0.001919655,0.0002488915,0.000201361,0.0002887408,0.0003655792,0.0006100264,0.0004362647,0.0004634344,0.003021681],"category_scores_gemma":[0.0125266,0.0001528536,0.0004755718,0.000193804,0.000278001,0.0004138987,0.0007678585,0.000640418,0.0003387041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106664,"about_ca_system_score_gemma":0.001681744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00968356,"about_ca_topic_score_gemma":0.01246768,"domain_scores_codex":[0.9982076,0.0004595918,0.00009186967,0.0001753209,0.0006085819,0.0004571321],"domain_scores_gemma":[0.9870771,0.005416798,0.001746981,0.00031749,0.001709932,0.003731673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002801422,0.005095961,0.9225227,0.000114623,0.0001057516,0.0001658912,0.001430992,0.0006354639,0.00544403,0.00004082487,0.0007001843,0.06094222],"study_design_scores_gemma":[0.00001545794,0.002689226,0.9956914,0.00001210191,0.00002106531,0.00002195205,0.0004633497,0.0003255046,0.0005770964,0.000009479098,0.0001665454,0.00000681618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994079,0.00003122577,0.00003950482,0.00005353547,0.000006697939,0.00001217771,0.00001815127,0.000003236139,0.0004276167],"genre_scores_gemma":[0.9993175,0.00002675497,0.0001245422,0.000028641,0.000007402477,0.00001580944,0.00003727117,0.000001279133,0.0004408844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00968356,"threshold_uncertainty_score":0.01925439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005654406354812879,"score_gpt":0.2602674588183213,"score_spread":0.2546130524635083,"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."}}