{"id":"W2920964139","doi":"10.1093/jcag/gwz006.265","title":"A266 OUTCOMES OF ENDOSCOPIC TREATMENT OF ZENKER’S DIVERTICULUM: EXPERIENCE IN A CANADIAN CENTRE","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Choking; Dysphagia; Surgery; Cricopharyngeal myotomy; Zenker's diverticulum; Perforation; Sedation; Endoscopy; Complication; Pouch; Myotomy; Esophagus; Achalasia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001229632,0.0000727377,0.0004009258,0.0002742345,0.00002198287,0.0000030293,0.0001481052,0.00005560631,0.0001301106],"category_scores_gemma":[0.0001322964,0.00005354497,0.0001915162,0.0001121861,0.00003531167,0.00004006722,0.00001035361,0.00006605109,0.000003151099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424909,"about_ca_system_score_gemma":0.0008457972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3402536,"about_ca_topic_score_gemma":0.9343729,"domain_scores_codex":[0.9989392,0.00009861058,0.0004419435,0.00006871475,0.0002037696,0.0002477914],"domain_scores_gemma":[0.9987251,0.00003234451,0.0005440076,0.000181953,0.0002462729,0.0002703835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005458627,0.0001230439,0.99812,0.00001033319,0.0001945412,0.00000598719,0.000784065,0.00003792128,0.0003647316,0.00006042239,0.0001980738,0.00004629602],"study_design_scores_gemma":[0.002038446,0.0004515546,0.9959896,0.00005454876,0.0001228376,0.000007550241,0.0002880999,0.00003449133,0.0002948297,0.00001974611,0.0006785482,0.00001971616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912345,0.00002952061,0.000001018506,0.008087019,0.0001782219,0.0001910299,0.00004891008,6.904997e-7,0.000229117],"genre_scores_gemma":[0.9991535,0.00001691031,0.00004636534,0.0004473287,0.00001150718,0.000001947025,0.000003216579,0.000004513384,0.0003146955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5941193,"threshold_uncertainty_score":0.6641397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108552749822143,"score_gpt":0.2486718598175018,"score_spread":0.2375863323192804,"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."}}