{"id":"W2954790117","doi":"10.1177/014556131709600906","title":"Management decisions for Zenker diverticulum in the elderly","year":2017,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Zenker's diverticulum; Diverticulum (mollusc); Medicine; General surgery; Surgery; 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":[0.0005534178,0.0003371686,0.0006192113,0.001373658,0.001562694,0.001206827,0.0003949857,0.002077243,0.003552502],"category_scores_gemma":[0.004520458,0.0002231622,0.0006351713,0.0004033804,0.0003706651,0.001362605,0.0007962707,0.001566079,0.0006331985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007922793,"about_ca_system_score_gemma":0.001209964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142349,"about_ca_topic_score_gemma":0.003368069,"domain_scores_codex":[0.999606,0.0000913102,0.00007901532,0.00004292303,0.00007058928,0.0001103021],"domain_scores_gemma":[0.9991248,0.0002037238,0.0001639881,0.0000114489,0.00009323974,0.0004027244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040244,0.0006940215,0.6638585,0.0003480204,0.0001137544,0.1745169,0.001844838,0.001424181,0.001662054,0.001020643,0.0307014,0.1227754],"study_design_scores_gemma":[0.0003098027,0.002462329,0.6000053,0.003339105,0.0002617086,0.3204788,0.02106865,0.008775223,0.002094876,0.008229963,0.03277712,0.0001971825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895972,0.01835345,0.002281486,0.05291192,0.001001591,0.00020906,0.000346704,0.00008050325,0.02884338],"genre_scores_gemma":[0.9829385,0.00589779,0.003067256,0.00434817,0.001638138,0.00006069525,0.0002230807,0.00001494667,0.001811549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003552502,"threshold_uncertainty_score":0.01188427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09958623730661241,"score_gpt":0.4592786952917935,"score_spread":0.3596924579851811,"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."}}