{"id":"W2164790771","doi":"10.1093/gerona/glq031","title":"Unadjusted Prevalence Rates: Why they Still Matter for Older Adults' Disability Rates","year":2010,"lang":"en","type":"letter","venue":"The Journals of Gerontology Series A","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Demography; Gerontology; Medicine; Psychology; Sociology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002873888,0.0007763018,0.001861306,0.0001106918,0.001020588,0.00002966281,0.00173253,0.004082686,0.005862826],"category_scores_gemma":[0.001330862,0.0004939793,0.0004185791,0.0001444344,0.001306035,0.0003592744,0.0003577425,0.009186737,0.0003306815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955669,"about_ca_system_score_gemma":0.0005421925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600583,"about_ca_topic_score_gemma":0.01049455,"domain_scores_codex":[0.991051,0.003288217,0.002437885,0.0007753625,0.0005839031,0.001863641],"domain_scores_gemma":[0.987843,0.005631263,0.002784109,0.001819109,0.001712765,0.0002097823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001090587,0.00006379226,0.0495386,0.008449492,0.0001559821,0.00001333611,0.00753181,7.567322e-7,0.00001837771,0.00002981447,0.9329433,0.0001641223],"study_design_scores_gemma":[0.001667247,0.0004063999,0.2283258,0.004505207,0.0004276592,0.0001230706,0.005671367,0.000007739529,0.00005889031,0.003482935,0.7546837,0.0006400012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1609183,0.005945357,0.00004844175,0.8219351,0.004763645,0.004781765,0.001002408,0.00009309136,0.0005119467],"genre_scores_gemma":[0.08478043,0.00222813,0.001200769,0.8939332,0.007536586,0.001572845,0.000224042,0.0002614008,0.008262567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1787872,"threshold_uncertainty_score":0.9997512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729848784515752,"score_gpt":0.4413603761043483,"score_spread":0.3683754976527731,"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."}}