{"id":"W4389830397","doi":"10.1002/9781119525127.ch6","title":"Therapeutic Upper Endoscopy","year":2023,"lang":"en","type":"other","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Achalasia; Myotomy; Melena; Odynophagia; Balloon dilation; Endoscopy; Eosinophilic esophagitis; Therapeutic endoscopy; Surgery; Dysphagia; Gastroenterology; Internal medicine; Esophagus; Balloon; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003102663,0.0009073422,0.0006029566,0.001413584,0.0008354624,0.001142243,0.0004457985,0.001280628,0.03200638],"category_scores_gemma":[0.0009122142,0.0001537473,0.0009745623,0.0007102709,0.0004719833,0.0009540546,0.0009278565,0.001787174,0.01487228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839411,"about_ca_system_score_gemma":0.0005550674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006185551,"about_ca_topic_score_gemma":0.000851029,"domain_scores_codex":[0.9997606,0.00003796117,0.00002109244,0.00004008482,0.00007081599,0.000069526],"domain_scores_gemma":[0.9996523,0.00004410678,0.00004280177,0.00005626669,0.00006529466,0.0001392734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005595338,0.0005122808,0.01751403,0.001136558,0.0001559033,0.0488865,0.0001426855,0.0003048902,0.01334399,0.007502544,0.1287998,0.7811414],"study_design_scores_gemma":[0.0001078937,0.0004347883,0.02271195,0.0008232923,0.0001183239,0.2720117,0.0001757645,0.0005606425,0.00471971,0.005337662,0.6929578,0.00004038542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04995966,0.1503568,0.03983812,0.02240695,0.006182553,0.0004052219,0.00147138,0.002956159,0.7264232],"genre_scores_gemma":[0.525237,0.1158739,0.04150113,0.03210221,0.01156414,0.0003739776,0.004501885,0.0007188513,0.268127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9679936,"threshold_uncertainty_score":0.107072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346000820967119,"score_gpt":0.3113463242896656,"score_spread":0.2878863160799944,"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."}}