{"id":"W1935627590","doi":"10.24095/hpcdp.34.2/3.08","title":"A comprehensive profile of the sociodemographic, psychosocial and health characteristics of Ontario home care clients with dementia","year":2014,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Hotchkiss Brain Institute; South Health Campus; Institute for Clinical Evaluative Sciences; University of Calgary; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research; Alberta Innovates; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Public Health Agency of Canada","keywords":"Dementia; Psychosocial; Medicine; Distress; Cohort; Population; Psychiatry; Anxiety; Gerontology; Disease; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000328324,0.0001264951,0.0002098223,0.0008390505,0.001155133,0.0005960325,0.0003395833,0.0002040556,0.001800374],"category_scores_gemma":[0.001048669,0.0001420645,0.0001798295,0.001288953,0.0002950193,0.000256002,0.0004260659,0.0002077989,0.0002165094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004273184,"about_ca_system_score_gemma":0.004008583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7275034,"about_ca_topic_score_gemma":0.8406569,"domain_scores_codex":[0.9996806,0.00001898188,0.00002595867,0.00002445791,0.00015892,0.00009092824],"domain_scores_gemma":[0.9994408,0.00002550576,0.0001349167,0.00001588097,0.0002547551,0.0001281705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001830481,0.00003485008,0.9923936,0.00001925906,0.000008707178,0.00008853633,0.00146378,0.00002108133,0.0002500009,0.000009617446,0.0003771886,0.005315104],"study_design_scores_gemma":[0.000001102774,0.00002307112,0.9984256,0.000006873791,0.000003556024,0.00006786085,0.001076435,0.00002674878,0.00002565732,0.000003861161,0.0003370153,0.000002118292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979252,0.00009162042,0.00003268204,0.0000651083,0.000001000751,0.00003347555,0.0008353723,0.000004220773,0.001011365],"genre_scores_gemma":[0.998419,0.0001414556,0.0001174787,0.00003787258,0.000002047835,0.0000286411,0.0006412932,0.000001250647,0.0006109501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724966,"threshold_uncertainty_score":0.5482029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007664948214676994,"score_gpt":0.2648467674164793,"score_spread":0.2571818192018023,"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."}}