{"id":"W2782092936","doi":"10.1097/aud.0000000000000535","title":"Hearing Difficulty Is Associated With Injuries Requiring Medical Care","year":2018,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Cochlear; Pfizer","keywords":"Medicine; Confidence interval; Incidence (geometry); Confounding; Emergency department; Hearing loss; Population; Occupational safety and health; Health care; Medical Expenditure Panel Survey; Injury prevention; Relative risk; Rate ratio; Poison control; Demography; Emergency medicine; Audiology; Environmental health; Health insurance; Psychiatry","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":[0.0002072949,0.0001093869,0.0001542613,0.00005794145,0.0004958279,0.0001037411,0.00008513797,0.00009755077,0.00005917879],"category_scores_gemma":[0.0006812891,0.00008303026,0.00002774974,0.0001720275,0.0003151287,0.0001601295,0.0001098942,0.0002200917,0.00002460179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000430129,"about_ca_system_score_gemma":0.00006427678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146387,"about_ca_topic_score_gemma":0.00003742913,"domain_scores_codex":[0.9987788,0.00005780919,0.0001572262,0.0003439146,0.000383909,0.0002784021],"domain_scores_gemma":[0.9994684,0.0001514964,0.00003550381,0.0001397239,0.00005727984,0.0001475633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001945866,0.0002026718,0.4396372,0.0003726177,0.00004808565,0.00008670564,0.1005134,0.00002255998,0.4142171,0.003785979,0.0005473444,0.04037177],"study_design_scores_gemma":[0.0007645926,0.0005256586,0.9411016,0.0005984643,0.00001022382,0.00002287976,0.001220951,0.001042467,0.05326299,0.0001506351,0.0009875864,0.0003119691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951856,0.00005032389,0.00008715137,0.0005140852,0.0001118758,0.000100624,0.000002378968,0.0001115533,0.003836459],"genre_scores_gemma":[0.999071,0.000009888156,0.0001271024,0.0004161063,0.000154431,0.000004749217,9.394597e-7,0.00001750839,0.0001982846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5014644,"threshold_uncertainty_score":0.3813558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856092750634722,"score_gpt":0.3070928411000732,"score_spread":0.268531913593726,"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."}}