{"id":"W4307383916","doi":"10.1093/eurpub/ckac129.503","title":"Multimorbidity, low income and unmet need for healthcare: a national study of 41,135 older adults","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Odds ratio; Odds; Health care; National Health Interview Survey; Household income; Gerontology; Demography; Logistic regression; Family medicine; Environmental health; Population; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541234,0.0002804211,0.0004520549,0.001075378,0.001146501,0.0008430455,0.0005820661,0.0006685925,0.00112392],"category_scores_gemma":[0.002638617,0.0006564683,0.0006967504,0.002355678,0.0003777722,0.0008777977,0.0007737236,0.0008351941,0.0003497931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236386,"about_ca_system_score_gemma":0.001188011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1556318,"about_ca_topic_score_gemma":0.2218003,"domain_scores_codex":[0.9990878,0.0002018534,0.0001445684,0.0001707313,0.0002430965,0.0001519087],"domain_scores_gemma":[0.9985972,0.000205478,0.0004851451,0.0001158757,0.0002674023,0.0003290281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002793972,0.00004809426,0.9990848,0.000009920109,0.00003148196,0.00001925368,0.0002385692,0.00001157864,0.00004754451,0.00000602651,0.0001123526,0.0003624366],"study_design_scores_gemma":[0.000004801885,0.0000350169,0.999203,0.00000787767,0.00001398179,0.00003832048,0.0004796466,0.00005458558,0.00001177546,0.000005304502,0.0001425454,0.000003001901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977452,0.0001441708,0.00006602924,0.00006757806,0.000006287177,0.00003103358,0.001624865,0.000002607644,0.0003121715],"genre_scores_gemma":[0.9983081,0.0001210362,0.0001271327,0.0001080228,0.000007598286,0.00003341592,0.001111215,0.000001704993,0.0001816935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1556318,"threshold_uncertainty_score":0.3094518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019480404732709,"score_gpt":0.3714868996977314,"score_spread":0.2695388592244605,"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."}}