{"id":"W2137086010","doi":"10.1017/s1041610210000116","title":"Incidence and predictors of excess disability in walking among nursing home residents with middle-stage dementia: a prospective cohort study","year":2010,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary; University of Alberta","funders":"University of Calgary","keywords":"Medicine; Dementia; Hazard ratio; Comorbidity; Incidence (geometry); Prospective cohort study; Cohort; Depression (economics); Cohort study; Physical therapy; Gerontology; Confidence interval; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007240467,0.0004192966,0.0004307199,0.0008164055,0.0007525051,0.0008581729,0.0006415946,0.0005857222,0.000727227],"category_scores_gemma":[0.001512627,0.0004657779,0.0006278202,0.001072615,0.0002601031,0.000455163,0.0005584206,0.0007362117,0.0001790684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006167149,"about_ca_system_score_gemma":0.0007327372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09552011,"about_ca_topic_score_gemma":0.1107721,"domain_scores_codex":[0.99955,0.0000655714,0.00004297109,0.0001140747,0.0001157417,0.0001115638],"domain_scores_gemma":[0.9990581,0.00008008661,0.000276074,0.0001076034,0.0002091208,0.0002691053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009536471,0.00004639627,0.9991898,0.000004181184,0.00004335357,0.00005228466,0.00006617889,0.00001025789,0.00004853924,0.000003821138,0.00005266243,0.0003871222],"study_design_scores_gemma":[0.000009630496,0.00008491766,0.9994532,0.000005571392,0.00002644105,0.0001015668,0.0001489476,0.00008998076,0.00001127004,0.000007408653,0.00005766864,0.000003423964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992576,0.0001456958,0.00003946782,0.0000141436,0.000004124054,0.00001589365,0.0003924487,0.000002078451,0.0001283685],"genre_scores_gemma":[0.9989557,0.0001487955,0.00007021201,0.00001998761,0.000006033632,0.00001826883,0.0006337938,0.000001304781,0.0001458049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09552011,"threshold_uncertainty_score":0.1899282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091552933030522,"score_gpt":0.3277570854201279,"score_spread":0.3168415560898227,"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."}}