{"id":"W4323350966","doi":"10.1093/jcag/gwac036.124","title":"A124 PERORAL ENDOSCOPIC MYOTOMY IS THE PREFERRED TREATMENT FOR PATIENTS WITH SYMPTOMATIC ZENKER’S DIVERTICULUM","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Myotomy; Dysphagia; Zenker's diverticulum; Surgery; Achalasia; Retrospective cohort study; Diverticulum (mollusc); Medical record; Heartburn; Demographics; Cohort; Esophagus; Internal medicine; Reflux","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":[0.000261079,0.00009886128,0.0003697888,0.0003220442,0.0003766806,0.000441046,0.0001411268,0.0002586709,0.001753933],"category_scores_gemma":[0.001459427,0.00008973571,0.0003042815,0.0005088414,0.0002532037,0.0003704753,0.0002865162,0.0002684229,0.0001955354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278679,"about_ca_system_score_gemma":0.0003817689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006019053,"about_ca_topic_score_gemma":0.001624083,"domain_scores_codex":[0.9997922,0.00003836202,0.00003217394,0.0000375226,0.00005282288,0.00004695853],"domain_scores_gemma":[0.9989793,0.0001794313,0.0005768202,0.00003189432,0.00004319612,0.0001892703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003397995,0.00007275009,0.9838941,0.00007848933,0.00004441584,0.001830735,0.00004813718,0.00004053143,0.000760071,0.00002563959,0.0003229831,0.01254236],"study_design_scores_gemma":[0.00002338098,0.0005519296,0.9882676,0.00005482144,0.00003945354,0.00977105,0.0003026669,0.0001913907,0.0002557361,0.00004890851,0.0004879239,0.000005116111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980867,0.001086663,0.00005499251,0.0001373234,0.00001124986,0.000003689257,0.00004873046,0.00000340862,0.0005672144],"genre_scores_gemma":[0.9993291,0.0003936506,0.00006872651,0.00004622073,0.00002096454,0.000003470918,0.00006473959,5.751094e-7,0.00007268386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001753933,"threshold_uncertainty_score":0.005867481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351474150732213,"score_gpt":0.3143123126500786,"score_spread":0.2907975711427565,"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."}}