{"id":"W2036879659","doi":"10.1111/j.1532-5415.2012.04116.x","title":"Contributions of Environment, Comorbidity, and Stage of Dementia to the Onset of Walking and Eating Disability in Long‐Term Care Residents","year":2012,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dementia; Comorbidity; Gerontology; Cohort; Cohort study; Quality of life (healthcare); Prospective cohort study; Disease; Psychiatry; Physical therapy; Internal medicine; Nursing","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":[0.001026858,0.0002626352,0.0002241177,0.0005601937,0.0004063852,0.0005109785,0.000336155,0.0003790812,0.001052029],"category_scores_gemma":[0.004149742,0.0002628285,0.0005459592,0.0004668805,0.000274271,0.000291139,0.000603823,0.0004987079,0.00008174835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005623624,"about_ca_system_score_gemma":0.001061358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04882554,"about_ca_topic_score_gemma":0.1007647,"domain_scores_codex":[0.9995713,0.0001342488,0.00003861769,0.00007068525,0.00008528627,0.00009991564],"domain_scores_gemma":[0.9978543,0.0004125022,0.0009529925,0.0001116033,0.0002379389,0.0004307588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004976106,0.00002733132,0.9992791,0.000002608907,0.00003141679,0.00001359428,0.00002926351,0.00002852805,0.00002641782,0.000002933469,0.00001031225,0.0004987036],"study_design_scores_gemma":[0.000002282368,0.0000370886,0.9997579,0.000002767022,0.00001101272,0.00002425589,0.00004355505,0.00009274561,0.000009418391,0.000005652169,0.00001203347,0.00000118768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997397,0.0001004546,0.00002765931,0.00001409842,0.000001239273,0.000002729074,0.00005808434,7.402896e-7,0.00005542874],"genre_scores_gemma":[0.9996408,0.0000638213,0.00007432964,0.0000066512,0.000002694673,0.00000334195,0.0001414107,5.028124e-7,0.0000663255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04882554,"threshold_uncertainty_score":0.09708267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215900574570465,"score_gpt":0.3651220477075913,"score_spread":0.3435319902505448,"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."}}