{"id":"W4415782908","doi":"10.1503/cmaj.250163","title":"Eustachian tube dysfunction in adults","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Eustachian tube; Hearing loss; Tube (container); Auscultation; Audiometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000113269,0.000311015,0.0003338646,0.0005795977,0.0003827225,0.0002899288,0.0001325007,0.0005663176,0.003611225],"category_scores_gemma":[0.0006743852,0.0001019851,0.0001837289,0.0005736046,0.0002257829,0.0005759208,0.0003195303,0.0005960464,0.0007774193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456584,"about_ca_system_score_gemma":0.0002737773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455675,"about_ca_topic_score_gemma":0.001728335,"domain_scores_codex":[0.9998651,0.00001121577,0.00002130381,0.00002839493,0.00003710471,0.00003694839],"domain_scores_gemma":[0.9998564,0.00001712867,0.00005408912,0.000003184492,0.00001836198,0.00005079236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001936737,0.0001729834,0.8376653,0.0003248987,0.00002395688,0.07060581,0.0008086832,0.0001005771,0.003161497,0.001020361,0.01521301,0.0707093],"study_design_scores_gemma":[0.00002312913,0.0003036874,0.5860882,0.0008815901,0.00005756979,0.3890599,0.001294178,0.0002320005,0.0004150464,0.0009569561,0.02065717,0.00003055034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8801183,0.05698088,0.001911394,0.004286462,0.0006366095,0.0001290881,0.001695049,0.0001461748,0.05409602],"genre_scores_gemma":[0.9784601,0.01463631,0.0008917314,0.001434887,0.0006613451,0.00004748764,0.0007924298,0.00001261366,0.00306295],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9985443,"threshold_uncertainty_score":0.01208079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003737121482232853,"score_gpt":0.2205961523127335,"score_spread":0.2168590308305007,"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."}}