{"id":"W2151186681","doi":"10.1097/jgp.0b013e3182006a67","title":"Predictors of Patient Self-Ratings of Quality of Life in Alzheimer Disease: Cross-Sectional Results From the Canadian Alzheimer's Disease Quality of Life Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; York University; McGill University; University of Ottawa; Queen Elizabeth II Health Sciences Centre; Cancer Care Ontario; University of Calgary; Mount Sinai Hospital; Ottawa Hospital; University Health Network; Health Sciences Centre; Jewish General Hospital; Sunnybrook Health Science Centre; University of British Columbia; Public Health Ontario; Western University; University of Toronto; Dalhousie University; Hamilton Health Sciences; Baycrest Hospital; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Quality of life (healthcare); Dementia; Geriatric Depression Scale; Depression (economics); Cognition; Disease; Clinical psychology; Activities of daily living; Medicine; Alzheimer's disease; Psychology; Gerontology; Psychiatry; Depressive symptoms; Internal medicine","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":[0.002358702,0.0005718864,0.0007717042,0.001248445,0.001808573,0.001613197,0.001359582,0.0009710394,0.001190858],"category_scores_gemma":[0.005830083,0.0005340205,0.001188708,0.003054298,0.000785411,0.0006741519,0.001071367,0.001676289,0.0002349359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005846736,"about_ca_system_score_gemma":0.004657755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.751157,"about_ca_topic_score_gemma":0.7988279,"domain_scores_codex":[0.9986772,0.000243046,0.0001426435,0.0001571235,0.0004963792,0.0002836495],"domain_scores_gemma":[0.9955993,0.0005701848,0.0009954647,0.0001990191,0.001529486,0.001106606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006430782,0.00005103246,0.9988796,0.000006350678,0.00008885895,0.000012098,0.0001755139,0.00003262472,0.00002560595,0.00001052546,0.0001830554,0.000470441],"study_design_scores_gemma":[0.000004510367,0.00001224053,0.9996947,0.000002432915,0.00001531601,0.000008070715,0.0001304456,0.00005410622,0.000005180086,0.000004407612,0.00006453663,0.000003941117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968112,0.0002791941,0.00004148282,0.0001268432,0.00001374097,0.00003321387,0.002071265,0.000004028988,0.0006190102],"genre_scores_gemma":[0.9969311,0.000225511,0.0001003308,0.00005789134,0.00001031285,0.00002743305,0.002377905,0.000003338719,0.0002661049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248843,"threshold_uncertainty_score":0.500617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398162402389907,"score_gpt":0.3448203298363122,"score_spread":0.3208387058124131,"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."}}