{"id":"W4404991905","doi":"10.1016/j.jtcvs.2024.11.033","title":"Zenker per-oral endoscopic myotomy (Z-POEM): The ideal first-line therapy for treatment of Zenker diverticulum","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Memorial University of Newfoundland; University of Manitoba; Western University","funders":"","keywords":"Zenker's diverticulum; Myotomy; Medicine; Diverticulum (mollusc); Ideal (ethics); Surgery; Achalasia; Philosophy; Esophagus; Dysphagia","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":[0.0005625439,0.0001386616,0.0004503995,0.0003004278,0.0002265884,0.0004446245,0.000171786,0.0001928109,0.001088529],"category_scores_gemma":[0.001224409,0.00007832211,0.0002876296,0.0003334262,0.0002669432,0.0004885286,0.0003547871,0.0001951736,0.0001626869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790106,"about_ca_system_score_gemma":0.0003064642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174447,"about_ca_topic_score_gemma":0.0005249587,"domain_scores_codex":[0.9998024,0.00003359538,0.0000315426,0.00003724487,0.00006470986,0.00003046277],"domain_scores_gemma":[0.9993815,0.0001104962,0.0003752199,0.00002138782,0.00002957221,0.00008168918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001116835,0.0002317981,0.9092284,0.0004148343,0.0001601846,0.001572163,0.0001076484,0.0003423873,0.005512028,0.0001424282,0.00047298,0.08069824],"study_design_scores_gemma":[0.0001131739,0.003511879,0.9795059,0.0001829783,0.0000938071,0.01246318,0.0003902953,0.000800272,0.001652543,0.00009913449,0.001175449,0.00001136545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969228,0.00202741,0.0004138216,0.00008531719,0.00000946713,0.00002037551,0.00007222878,0.000006792501,0.0004417557],"genre_scores_gemma":[0.9968907,0.001699445,0.0009380875,0.00006603361,0.00003426086,0.00002035992,0.0001506687,0.000001857656,0.0001985738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001088529,"threshold_uncertainty_score":0.003641486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329659576858503,"score_gpt":0.3961544066808695,"score_spread":0.3328578109122845,"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."}}