{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008765654,0.0001956545,0.000273694,0.0005080401,0.0007174735,0.0001036707,0.000276701,0.0001401876,0.00009791642],"category_scores_gemma":[0.0007379148,0.0001495655,0.00002427437,0.003954403,0.00004644656,0.0003686307,0.0002353272,0.001961509,0.00009046484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546469,"about_ca_system_score_gemma":0.0009492749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006862394,"about_ca_topic_score_gemma":0.007735066,"domain_scores_codex":[0.9952854,0.001362448,0.001387277,0.0005187336,0.0006194385,0.0008267299],"domain_scores_gemma":[0.9979188,0.00115682,0.0001202265,0.0004356009,0.0002884141,0.00008011064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005952182,0.0001958111,0.9466035,0.0007248681,0.00002020102,0.00004205481,0.044675,0.0002370037,0.00004312787,0.001204903,0.001930845,0.004263176],"study_design_scores_gemma":[0.003284097,0.0001215539,0.8207229,0.001949349,0.0000143566,0.000003994865,0.07992346,0.08395407,0.00005076529,0.004839261,0.004759536,0.0003766222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822866,0.0001353313,0.0002168007,0.009856457,0.001045373,0.002726517,0.000007377343,0.0002864756,0.003439025],"genre_scores_gemma":[0.9974461,0.00002530899,0.00005579931,0.0009811311,0.0003089294,0.0006759469,0.00003381525,0.00003479504,0.0004381468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258806,"threshold_uncertainty_score":0.999751,"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."}}