{"id":"W4404318314","doi":"10.1044/2024_aja-24-00130","title":"Associations Between Hearing Loss and Health-Related Costs: A Retrospective Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Audiology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Government of Alberta; University of Calgary; Alberta Health Services","keywords":"Medicine; Interquartile range; Retrospective cohort study; Confidence interval; Health care; Hearing loss; Ambulatory; Medical prescription; Population; Demography; Cohort study; Ambulatory care; Cohort; Prescription drug; Pediatrics; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537649,0.0001510196,0.0006963841,0.000324013,0.0002005778,0.00006228068,0.0001773069,0.00005452634,0.00001099402],"category_scores_gemma":[0.001181629,0.0001423591,0.00007998281,0.0007797279,0.0002479512,0.00009326025,0.00005715001,0.0006464165,0.00002094258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007960527,"about_ca_system_score_gemma":0.0003288788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145681,"about_ca_topic_score_gemma":0.00007888612,"domain_scores_codex":[0.9973704,0.0007053507,0.0008940423,0.000360954,0.0003223905,0.0003468357],"domain_scores_gemma":[0.9979724,0.0007824572,0.0007636173,0.0001730701,0.0001231143,0.0001852902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001086734,0.00004590336,0.9951221,0.000003221686,0.00007857465,0.00006900894,0.0004847361,0.0001906195,0.0002953375,0.0001257367,0.00009754294,0.00347632],"study_design_scores_gemma":[0.0003018403,0.001900719,0.9966421,0.000040542,0.00005154146,0.0001229315,0.000167336,0.0002246332,0.00007978979,0.0003011835,0.00004965607,0.0001177403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953737,0.0001539647,0.000720779,0.002954433,0.0003112511,0.000305571,0.00003168619,0.00005241319,0.00009615293],"genre_scores_gemma":[0.9988398,0.00005562553,0.000465426,0.0004202339,0.0001558592,0.000003609571,0.000004144646,0.00002812815,0.00002717907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003466045,"threshold_uncertainty_score":0.5805234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474760688120941,"score_gpt":0.3411155956249587,"score_spread":0.3063679887437493,"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."}}