{"id":"W3135524443","doi":"10.1093/jcag/gwab002.136","title":"A138 ENDOSCOPIC SUBMUCOSAL DISSECTION FOR BARRETT’S NEOPLASIA IN A NORTH AMERICAN ACADEMIC CENTRE","year":2021,"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":"Queen's University","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Endoscopic submucosal dissection; Surgery; Biopsy; Lesion; Subgroup analysis; Radiology; Endoscopy; Internal medicine; Confidence interval","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":[0.0003135746,0.0003076715,0.0003417207,0.0008187976,0.001555035,0.0008762263,0.0004636474,0.000396937,0.003567442],"category_scores_gemma":[0.0007152004,0.0003398095,0.0003579598,0.001519423,0.0003707372,0.0003956378,0.0008713499,0.0004905926,0.0004941928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224992,"about_ca_system_score_gemma":0.004206241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04428766,"about_ca_topic_score_gemma":0.1063994,"domain_scores_codex":[0.9994924,0.00005623431,0.00004421292,0.0001221893,0.0001218188,0.0001632223],"domain_scores_gemma":[0.9985701,0.00008307603,0.0003743489,0.00003839666,0.000138523,0.0007955324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171903,0.0001844663,0.9838427,0.00008396748,0.00004781929,0.005279242,0.0005689622,0.00006613886,0.0009981,0.00005996241,0.001773584,0.006977946],"study_design_scores_gemma":[0.00002838437,0.000293783,0.9847035,0.00008821623,0.00003982422,0.009379381,0.002536084,0.0002567041,0.0001510131,0.00003870736,0.002469048,0.00001526767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966804,0.0008818888,0.00009408361,0.0004159041,0.00003260099,0.00003503936,0.0002574558,0.00001159916,0.001591041],"genre_scores_gemma":[0.997611,0.0007270614,0.0002436944,0.0003889668,0.00007924574,0.00002385341,0.0002576073,0.000005004574,0.0006636347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04428766,"threshold_uncertainty_score":0.08805972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031007575107021,"score_gpt":0.2746399856542757,"score_spread":0.2643299099032055,"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."}}