{"id":"W2069690367","doi":"10.1016/j.jamcollsurg.2010.04.011","title":"Endoscopic Treatment of Zenker Diverticulum: Results of a 7-Year Experience","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority; University of Manitoba","funders":"","keywords":"Medicine; Dysphagia; Surgery; Zenker's diverticulum; Cricopharyngeal myotomy; Myotomy; Complication; Esophagus; Achalasia","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":[0.001272206,0.001279234,0.001038308,0.001140063,0.001033498,0.0009292818,0.0009027292,0.001582825,0.001069641],"category_scores_gemma":[0.00287687,0.0004573434,0.001654046,0.001102461,0.0007204844,0.000849624,0.001134355,0.0007996411,0.0006937133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008497896,"about_ca_system_score_gemma":0.0005272095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491242,"about_ca_topic_score_gemma":0.001732545,"domain_scores_codex":[0.9986971,0.0003119778,0.0002056762,0.0001620448,0.0003034475,0.0003197507],"domain_scores_gemma":[0.9986755,0.0003389769,0.0002802163,0.0001416402,0.0001600416,0.0004036212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001704495,0.009938221,0.8077264,0.0002845106,0.0006216298,0.06631304,0.004260057,0.001917887,0.004691268,0.0001935599,0.001782651,0.1005662],"study_design_scores_gemma":[0.0005057854,0.01557865,0.8431382,0.0002402935,0.0003736314,0.126819,0.002603386,0.002387864,0.00323965,0.0001509561,0.004756918,0.0002055451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973273,0.001542285,0.0003682972,0.00008043426,0.00001936913,0.00003122416,0.00007807027,0.00001356481,0.0005394624],"genre_scores_gemma":[0.9946715,0.003167133,0.0008180105,0.0001630333,0.0001038776,0.00006084655,0.0004319621,0.00001702036,0.0005665215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001582825,"threshold_uncertainty_score":0.006728113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911712484921539,"score_gpt":0.3663545772050215,"score_spread":0.337237452355806,"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."}}