{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537666,0.0004762064,0.0005126992,0.001207703,0.0007498834,0.0009684644,0.0007394549,0.0006791995,0.001115343],"category_scores_gemma":[0.003332767,0.0006531432,0.0009566757,0.001959552,0.0003339757,0.000714399,0.0007480304,0.000985641,0.0002974898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006341877,"about_ca_system_score_gemma":0.0006801196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02167195,"about_ca_topic_score_gemma":0.02436371,"domain_scores_codex":[0.998571,0.0003215256,0.0002190681,0.0004004427,0.0002902402,0.000197727],"domain_scores_gemma":[0.9971339,0.0002592655,0.001377273,0.000504299,0.0004098941,0.0003154363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005217896,0.00003088987,0.9992871,0.000005728697,0.0001405142,0.00003620782,0.00002921809,0.00001850315,0.00006058294,0.00001019415,0.0001035886,0.0002253795],"study_design_scores_gemma":[0.00001446965,0.00008129555,0.999068,0.00000939927,0.0000889633,0.0002204826,0.000123583,0.0001752908,0.00002265893,0.00001799287,0.0001714559,0.000006355983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970969,0.0002347784,0.0001873562,0.00005928699,0.00001174669,0.0000375509,0.002107896,0.000005185294,0.0002592636],"genre_scores_gemma":[0.9979768,0.0001436896,0.0001749384,0.00007402292,0.00001645491,0.00004181442,0.00144989,0.000003319084,0.0001191136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02167195,"threshold_uncertainty_score":0.0430916,"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."}}