{"id":"W3033704562","doi":"10.1016/j.gie.2020.03.1070","title":"Sa1274 NOVEL TRIANGLE TIP-JET KNIFE INCREASES EFFICIENCY IN PERORAL ENDOSCOPIC MYOTOMY FOR ACHALASIA","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Achalasia; Medicine; Myotomy; Surgery; Forceps; Esophagus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002169373,0.0004566744,0.0007909707,0.0001921016,0.00009904012,0.00004228055,0.0002208966,0.00006328204,0.0002183113],"category_scores_gemma":[0.0020666,0.0003895541,0.0002722732,0.0004093145,0.0001253787,0.0001410355,0.00008448534,0.0003251838,0.0001497392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580785,"about_ca_system_score_gemma":0.0003144675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154446,"about_ca_topic_score_gemma":0.00001147026,"domain_scores_codex":[0.9973976,0.00006604515,0.0005975876,0.0006922481,0.0003927593,0.0008537879],"domain_scores_gemma":[0.9983894,0.0003986721,0.0001729292,0.0003009611,0.0001235953,0.0006144823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001611762,0.001473983,0.9715926,0.0002624634,0.00004726892,0.00106368,0.0001390705,0.00003028427,0.0225855,0.0001731957,0.0003980696,0.0006221055],"study_design_scores_gemma":[0.04960125,0.01671929,0.9162115,0.00116717,0.0004286487,0.0009421309,0.000342024,0.003756574,0.009855221,0.0000941346,0.0005294526,0.0003526348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979344,0.0001261008,0.01622587,0.001049681,0.00008586027,0.001696008,0.0001549482,0.0001903305,0.001127275],"genre_scores_gemma":[0.8930026,0.000003180872,0.1055483,0.0005707273,0.000282993,0.000199059,0.0001500647,0.00005931551,0.0001836672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08932248,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881181234875825,"score_gpt":0.3005527903288429,"score_spread":0.2617409779800846,"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."}}