{"id":"W4213153342","doi":"10.1093/jcag/gwab049.126","title":"A127 ENDOSCOPIC MUCOSAL RESECTION FOR DYSPLASTIC AND NEOPLASTIC BARRETT’S ESOPHAGUS: FINDINGS FROM A FOREGUT NEOPLASIA MULTIDISCIPLINARY DATABASE","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Esophagectomy; Barrett's esophagus; Dysplasia; Esophagus; Intestinal metaplasia; Internal medicine; Adenocarcinoma; General surgery; Gastroenterology; Database; Surgery; Endoscopy; Esophageal cancer; Cancer","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":[0.001516998,0.0002478548,0.00064404,0.003477284,0.0005453746,0.001025754,0.0009638393,0.0004767653,0.00156923],"category_scores_gemma":[0.004624239,0.0002985092,0.0005105491,0.005583541,0.0002045434,0.0004466752,0.001129279,0.0003323814,0.0004811711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674619,"about_ca_system_score_gemma":0.002134057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06655965,"about_ca_topic_score_gemma":0.09868363,"domain_scores_codex":[0.9981268,0.0002915128,0.0003481456,0.0003995075,0.0006186009,0.0002154434],"domain_scores_gemma":[0.992171,0.001358506,0.002779595,0.0006055312,0.00185655,0.001228726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066031,0.00003430722,0.9948954,0.0001315149,0.0001114598,0.0002961226,0.0001649976,0.00007068938,0.0003077966,0.00002565908,0.001308399,0.002447107],"study_design_scores_gemma":[0.00002251746,0.00004043483,0.9977586,0.00004419022,0.00006468348,0.0005160422,0.0003358003,0.0002111936,0.00008142705,0.000007160946,0.0009103531,0.000007540269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643115,0.0007880604,0.0001551557,0.00009280035,0.000008505988,0.0001481763,0.03355126,0.00001331179,0.0009312062],"genre_scores_gemma":[0.9609937,0.0005056172,0.0007594552,0.0001529412,0.00002309122,0.0002044229,0.0370232,0.000007195117,0.0003304085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06655965,"threshold_uncertainty_score":0.1323444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237148886282831,"score_gpt":0.2667906278908709,"score_spread":0.2544191390280426,"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."}}