{"id":"W3135268320","doi":"10.1093/jcag/gwab002.080","title":"A82 A SURVEY OF TRAINING PATHWAYS AND PRACTICE TRENDS OF ENDOSCOPIC SUBMUCOSAL DISSECTION IN CANADA","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Endoscopic submucosal dissection; Medicine; Clinical Practice; Endoscopic mucosal resection; Health care; Endoscopy; General surgery; Family medicine; Surgery","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":[0.0008331199,0.0002018121,0.0002333872,0.001820159,0.00193247,0.001138555,0.0009342346,0.0003867972,0.002791888],"category_scores_gemma":[0.003442035,0.0002854287,0.000374282,0.00575284,0.0006269944,0.0004030126,0.0009358748,0.0005305351,0.0003254755],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02543049,"about_ca_system_score_gemma":0.05820869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852085,"about_ca_topic_score_gemma":0.9899821,"domain_scores_codex":[0.9981691,0.0001047011,0.0001375673,0.0003094362,0.0006801765,0.0005990452],"domain_scores_gemma":[0.9919961,0.0004076926,0.001363163,0.00009754892,0.003538147,0.002597288],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003643932,0.00002971814,0.9871343,0.000120012,0.00002269453,0.0001251175,0.001783861,0.00009523417,0.0002444015,0.0001372872,0.002478265,0.007792708],"study_design_scores_gemma":[0.000004866932,0.00003553886,0.991479,0.0001177134,0.000009993631,0.0001234861,0.004501213,0.000280206,0.00008097641,0.00001983896,0.00333448,0.00001280003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833385,0.001455643,0.0002244911,0.001440182,0.00002558389,0.00008997118,0.008961547,0.00002960784,0.004434403],"genre_scores_gemma":[0.9947593,0.001330179,0.0004237145,0.0003904072,0.000007918632,0.00003822941,0.001977399,0.000008831161,0.001064025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991669,"threshold_uncertainty_score":0.184512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594421676764249,"score_gpt":0.2546378331893726,"score_spread":0.2286936164217301,"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."}}