{"id":"W2125184340","doi":"10.1136/oemed-2011-100464","title":"Determinants of early-stage hearing loss among a cohort of young workers with 16-year follow-up","year":2012,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Medicine; Hearing loss; Cohort; Cohort study; Occupational safety and health; Young adult; Audiometry; Audiology; Etiology; Environmental health; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008084036,0.0002472673,0.0003038282,0.0006396978,0.0005458341,0.0004785622,0.0002890933,0.0004063073,0.0009532438],"category_scores_gemma":[0.002016544,0.0003205503,0.0004722663,0.0005527157,0.0002024101,0.0004307529,0.0004935408,0.0004776269,0.0002251863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893154,"about_ca_system_score_gemma":0.0003795604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040865,"about_ca_topic_score_gemma":0.009718572,"domain_scores_codex":[0.9996898,0.00004980278,0.00002845694,0.00006772462,0.00007249718,0.00009172216],"domain_scores_gemma":[0.9990317,0.0001407858,0.000358948,0.00008091822,0.0001454072,0.0002423167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007766998,0.00003325148,0.998875,0.00000379974,0.0000126058,0.00008749618,0.0001295072,0.000008605638,0.0002062816,0.000002205068,0.0000196214,0.0005437885],"study_design_scores_gemma":[0.000003563218,0.0001614182,0.9993947,0.000004896636,0.00001040596,0.0001154575,0.0001913287,0.00002224271,0.00003828581,0.000004258553,0.00005184701,0.000001563343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996418,0.00009048043,0.00004514503,0.00001138792,0.00000326893,0.000008753016,0.0001080562,0.000001044917,0.00009009159],"genre_scores_gemma":[0.9995702,0.00006492867,0.00004712866,0.00001266946,0.000003630943,0.00001402816,0.0001263765,7.921839e-7,0.0001603129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040865,"threshold_uncertainty_score":0.0206961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675842027865432,"score_gpt":0.2641820336806401,"score_spread":0.2374236134019858,"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."}}