{"id":"W2139100680","doi":"10.1093/gerona/56.10.m638","title":"The Hierarchy of Functional Loss Associated With Cognitive Decline in Older Persons","year":2001,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":355,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Gerontology; Activities of daily living; Cohort; Cognitive decline; Cognition; Cohort study; Independence (probability theory); Psychology; Prospective cohort study; Medicine; Demography; Dementia; Psychiatry; Disease; Surgery","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":[0.001181402,0.0001053333,0.0003093241,0.00009924851,0.0001633343,0.00001034007,0.0001202143,0.00006310751,0.0006051181],"category_scores_gemma":[0.0005224662,0.00005198788,0.00007883268,0.0002748322,0.0009422218,0.00009606574,0.00005661236,0.000348594,0.000002812871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003411286,"about_ca_system_score_gemma":0.0001826625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006462963,"about_ca_topic_score_gemma":0.001648101,"domain_scores_codex":[0.9985127,0.0002969362,0.0003369654,0.000107523,0.0004243497,0.0003214947],"domain_scores_gemma":[0.9983012,0.0007519096,0.0002347913,0.0001197574,0.0005303004,0.00006203579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008112317,0.0005132792,0.9844392,0.00001483629,0.0006526468,0.0001340055,0.001030487,0.000002804467,0.0009025615,0.0001596163,0.0004017715,0.003636487],"study_design_scores_gemma":[0.003414926,0.001346485,0.9871616,0.0002398519,0.000138107,0.0006223732,0.005355182,0.00001769536,0.0008137753,0.0004608112,0.0003763939,0.00005284979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977241,0.001372564,0.0002076736,0.01783375,0.00004006482,0.0003137676,0.000009865285,0.000005844481,0.002975499],"genre_scores_gemma":[0.9957343,0.0008754779,0.00001656483,0.000344512,0.00004043962,0.00002220334,0.000007638347,0.000009275061,0.002949556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849336,"threshold_uncertainty_score":0.6625618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360898333573782,"score_gpt":0.3424670069298041,"score_spread":0.2988580235940663,"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."}}