{"id":"W3007439171","doi":"10.1093/jcag/gwz047.086","title":"A87 A NEW ERA: CIRCUMFERENTIAL ENDOSCOPIC SUBMUCOSAL DISSECTION FOR EARLY ESOPHAGEAL NEOPLASM AND BARRET’S ERADICATION","year":2020,"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":"Queen's University","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Dysplasia; Adenocarcinoma; Esophagus; Barrett's esophagus; Intraepithelial neoplasia; Esophageal Neoplasm; GERD; Esophageal stricture; Surgery; Radiology; Internal medicine; Endoscopy; Gastroenterology; Esophageal cancer; Cancer; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005893335,0.0006229806,0.00062655,0.0009927006,0.0005478564,0.0007594006,0.0005177998,0.002501675,0.002750943],"category_scores_gemma":[0.0009149117,0.0001899873,0.0007677433,0.0004062527,0.000842178,0.002513059,0.0006949089,0.002475264,0.001014986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915232,"about_ca_system_score_gemma":0.0004505386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003667245,"about_ca_topic_score_gemma":0.0006820198,"domain_scores_codex":[0.9997668,0.00004922054,0.00003900793,0.00005226414,0.00004439091,0.00004841153],"domain_scores_gemma":[0.9995102,0.0001337946,0.00009374522,0.00004468073,0.00005688153,0.0001606948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009164223,0.0003971137,0.03319844,0.00191173,0.0001561926,0.3280247,0.0004985848,0.000306838,0.02101127,0.01005579,0.02327562,0.5802473],"study_design_scores_gemma":[0.0001013031,0.0007822636,0.01635313,0.0007190068,0.0001448701,0.8204491,0.0003417669,0.001120935,0.003079807,0.004321115,0.1525126,0.00007412181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1896323,0.700164,0.0148542,0.05855918,0.009097376,0.00006586419,0.0001030487,0.0003863301,0.02713762],"genre_scores_gemma":[0.7054087,0.2040596,0.01935133,0.02731718,0.02729621,0.00006515382,0.0003333565,0.0001000497,0.01606842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002750943,"threshold_uncertainty_score":0.009202778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119614422174522,"score_gpt":0.2298946121342182,"score_spread":0.2186984679124729,"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."}}