{"id":"W4239234468","doi":"10.1016/j.otc.2013.08.011","title":"Zenker Diverticulum","year":2013,"lang":"it","type":"article","venue":"Otolaryngologic Clinics of North America","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Zenker's diverticulum; Diverticulum (mollusc); Myotomy; Surgery; Ligation; General surgery; Esophagus; Dysphagia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006044253,0.0005530079,0.001262798,0.0002162284,0.0005286787,0.0000407387,0.001025386,0.0003998855,0.01582403],"category_scores_gemma":[0.0007687047,0.0004737841,0.000442873,0.0007315535,0.0005408311,0.000409089,0.00135455,0.001292298,0.01166734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081248,"about_ca_system_score_gemma":0.0003094031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644725,"about_ca_topic_score_gemma":0.0001120531,"domain_scores_codex":[0.9942065,0.0008893316,0.002112338,0.0008433851,0.000645604,0.001302851],"domain_scores_gemma":[0.9945743,0.001327581,0.001766543,0.001298775,0.0005613772,0.0004714416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000542804,0.0009790369,0.812758,0.0003751507,0.0004598376,0.00002699096,0.0006080441,0.00004133421,0.000007018719,0.0003989728,0.1318162,0.05247517],"study_design_scores_gemma":[0.001078277,0.0009139193,0.777582,0.0001357601,0.0003168288,6.92482e-7,0.001169252,0.001858571,0.000001230478,0.0004543796,0.2160279,0.0004612111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270827,0.0008576066,0.001146053,0.006159483,0.003470224,0.00472547,0.000126086,0.0002284743,0.05620392],"genre_scores_gemma":[0.9621263,0.004267767,0.003427717,0.008539424,0.0003257873,0.0003534409,0.0001997071,0.00007044111,0.02068939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08421168,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634054928680795,"score_gpt":0.3513623871440782,"score_spread":0.3150218378572703,"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."}}