{"id":"W4327846212","doi":"10.1002/ohn.323","title":"Associations Between Body Composition and Sensorineural Hearing Loss Among Adults Based on the UK Biobank","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"West China Hospital, Sichuan University; Health Department of Sichuan Province; Fundamental Research Funds for the Central Universities; Sichuan University","keywords":"Medicine; Sensorineural hearing loss; Prospective cohort study; Logistic regression; Cross-sectional study; Body mass index; Mendelian randomization; Odds ratio; Audiology; Internal medicine; Hearing loss; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003417332,0.0001624677,0.000213805,0.0001750365,0.0004398857,0.00006721008,0.000213927,0.0001425253,0.00002975223],"category_scores_gemma":[0.0007205374,0.0001431359,0.00005194671,0.0005185037,0.0002322832,0.0000553672,0.0001546023,0.0003740057,0.0002018509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004915917,"about_ca_system_score_gemma":0.00003018171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000161867,"about_ca_topic_score_gemma":0.00003777363,"domain_scores_codex":[0.9981793,0.0004115129,0.0002549445,0.0004479711,0.0002494216,0.0004568461],"domain_scores_gemma":[0.9981302,0.001261355,0.000115895,0.0003527706,0.00004061844,0.00009914583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002342741,0.00003290833,0.9284347,0.0000126142,0.000007235654,0.00007573819,0.0002222177,0.0002540933,0.06957305,0.0007871808,0.0004415149,0.0001352786],"study_design_scores_gemma":[0.0003602607,0.0001177248,0.9502572,0.00002455325,0.00001305421,0.00001076196,0.00001200057,0.01268803,0.0361158,0.00009265585,0.0001639854,0.000143952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954599,0.000002924511,0.00006427232,0.002725691,0.0002016411,0.0003757187,0.00007893458,0.0002064686,0.0008844956],"genre_scores_gemma":[0.9985228,0.000009300231,0.0000550714,0.001058066,0.0001445407,0.00002173251,0.0000408156,0.00002844068,0.0001191895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345725,"threshold_uncertainty_score":0.5836911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157576585006389,"score_gpt":0.2839369069617841,"score_spread":0.2423611411117202,"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."}}