{"id":"W4391873548","doi":"10.1093/jcag/gwad061.087","title":"A87 A SURVEY-BASED ASSESSMENT OF ENDOSCOPY CURRICULUM AND EDUCATION IN CANADIAN TRAINING PROGRAMS","year":2024,"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":"University of Alberta","funders":"","keywords":"Curriculum; Training (meteorology); Medical education; Endoscopy; Medicine; Psychology; Mathematics education; Pedagogy; Geography; Radiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004302453,0.0002821013,0.0002626507,0.00225885,0.001661918,0.001027475,0.0008410108,0.0003455367,0.001976735],"category_scores_gemma":[0.01434852,0.0002994373,0.0004313234,0.004298457,0.0007326842,0.0005726615,0.00117134,0.000503209,0.0002034813],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02467571,"about_ca_system_score_gemma":0.03387843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9520363,"about_ca_topic_score_gemma":0.9554113,"domain_scores_codex":[0.9954355,0.0006232683,0.0003286887,0.0004125115,0.002263426,0.0009365936],"domain_scores_gemma":[0.9851906,0.001636896,0.002399535,0.0002262452,0.00790596,0.002640796],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009402342,0.000154837,0.9739128,0.0001888557,0.00003324085,0.00005314123,0.004979328,0.0001488493,0.0003314217,0.00009230761,0.002024987,0.01798617],"study_design_scores_gemma":[0.000004465332,0.0000719885,0.9949548,0.00003371605,0.000005197259,0.0000163065,0.00323212,0.0002295255,0.0000675967,0.000005616995,0.001369945,0.000008868263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936821,0.0001642146,0.0001969749,0.0003755128,0.00001045662,0.0002173475,0.001977538,0.00001618638,0.003359661],"genre_scores_gemma":[0.997454,0.0002484139,0.0005287781,0.0001425844,0.000005774044,0.0001080688,0.0008679027,0.000003521026,0.0006408674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9956976,"threshold_uncertainty_score":0.1790357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467914008328435,"score_gpt":0.2957927480575769,"score_spread":0.2811136079742925,"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."}}