{"id":"W1998998324","doi":"10.1159/000219589","title":"Corrected and Uncorrected Hearing Impairment in Older Canadians","year":2009,"lang":"en","type":"article","venue":"Gerontology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Public Health Ontario; Baycrest Hospital; Brock University; Toronto Public Health","funders":"","keywords":"Demography; Medicine; Marital status; Logistic regression; National Health Interview Survey; Multinomial logistic regression; Population; Socioeconomic status; Odds ratio; Health Information National Trends Survey; Gerontology; Environmental health; Health care","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009108907,0.00007418077,0.0001288486,0.0001009059,0.00005964144,0.00001409332,0.00005241023,0.00007185494,0.0000358015],"category_scores_gemma":[0.0002335829,0.00006907526,0.00001364219,0.0001488506,0.00005357951,0.00005349872,0.00001129566,0.0001162228,0.000008376112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009504941,"about_ca_system_score_gemma":0.00005209271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736537,"about_ca_topic_score_gemma":0.007450998,"domain_scores_codex":[0.9991474,0.0001060329,0.000144044,0.0002594738,0.000058301,0.0002848044],"domain_scores_gemma":[0.9996509,0.000126685,0.00002293943,0.0001058497,0.00001106974,0.0000825883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001517371,0.0005324195,0.1696628,0.00004607801,0.000004469114,0.0002991416,0.0189275,0.0002748497,0.5390569,0.003497938,0.002094495,0.2654517],"study_design_scores_gemma":[0.0004165462,0.00020423,0.996472,0.00001401297,0.0000013993,0.00005609875,0.0001274687,0.001135402,0.0009635202,0.0003274775,0.0001972605,0.00008459289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995877,0.00003439044,0.00006628811,0.002027687,0.0002814454,0.0001780124,0.000001085609,0.00004738727,0.001486729],"genre_scores_gemma":[0.99857,0.000006487878,0.000146859,0.00102224,0.00001727086,0.00000737456,8.244147e-7,0.000004248981,0.0002246545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8268092,"threshold_uncertainty_score":0.9998777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852875513037631,"score_gpt":0.2858129004467092,"score_spread":0.2572841453163329,"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."}}