{"id":"W4405964708","doi":"10.1093/geroni/igae098.2403","title":"SELF-RATED HEATH PREDICTS INCIDENT MODERATE/SEVERE DISABILITY IN AGING MEN: THE MANITOBA FOLLOW-UP STUDY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gerontology; Psychology; Medicine; Demography; Sociology","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":[0.0008208773,0.0003667187,0.00036983,0.0008821557,0.0008263561,0.0007011062,0.000633836,0.0004028597,0.001338209],"category_scores_gemma":[0.001550189,0.0004063933,0.000673155,0.00132347,0.000318917,0.0002526495,0.0004989184,0.0007774827,0.0002521319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054318,"about_ca_system_score_gemma":0.001832495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.283243,"about_ca_topic_score_gemma":0.3227247,"domain_scores_codex":[0.9996874,0.00009052349,0.00001917334,0.00006710059,0.00006561926,0.00007014614],"domain_scores_gemma":[0.9985937,0.0001177856,0.0003262349,0.0001312341,0.0003533852,0.0004774361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004683787,0.00002090805,0.9993939,0.000005428127,0.00007118361,0.00002047794,0.000038595,0.00001194457,0.00004305432,0.000005610902,0.0001154149,0.0002265564],"study_design_scores_gemma":[0.00001026167,0.00002418788,0.9996307,0.000006797169,0.00004682762,0.0000198105,0.00007195209,0.0000871082,0.00001167437,0.000007272747,0.00008162217,0.000001808125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968713,0.0006451472,0.00008085059,0.0001750237,0.00001910347,0.00002830411,0.001618992,0.000005970905,0.0005553238],"genre_scores_gemma":[0.998116,0.0003487974,0.00007407131,0.00006435684,0.00002143982,0.00001785667,0.0009694389,0.000002235472,0.0003858163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7167571,"threshold_uncertainty_score":0.5631886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07162273011609617,"score_gpt":0.4379697205785457,"score_spread":0.3663469904624495,"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."}}