{"id":"W2122445480","doi":"10.25336/p6dw5k","title":"Quality of Care and Mortality among Long-term Care Residents with Dementia","year":2008,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dementia; Logistic regression; Gerontology; Long-term care; Demography; Affect (linguistics); Population; Medicine; Psychology; Environmental health; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001336631,0.00009350818,0.0002716576,0.0001493462,0.0004580923,0.000001816777,0.00004490621,0.00008427595,0.00001071074],"category_scores_gemma":[0.00007986978,0.00008606174,0.00002135153,0.0001774061,0.000121987,0.00007808011,0.00002501124,0.000121482,9.119795e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102395,"about_ca_system_score_gemma":0.0001706523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5416088,"about_ca_topic_score_gemma":0.9715909,"domain_scores_codex":[0.9988945,0.0001717709,0.0003609328,0.0001797136,0.0001506046,0.0002424704],"domain_scores_gemma":[0.9992681,0.00005715452,0.0001559158,0.0001790807,0.0002384989,0.0001013159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001732725,0.000002343687,0.959754,0.0006665148,0.00004192204,0.00001238985,0.03861753,0.000003735315,5.596266e-7,0.00002888166,0.0002384025,0.0006164297],"study_design_scores_gemma":[0.0004138657,0.00003554517,0.9649385,0.0002783666,0.00003560273,5.01763e-7,0.03417375,2.885922e-7,0.000001790102,0.00002626162,0.00000914777,0.00008633302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899043,0.008523691,0.000001675568,0.00002348722,0.0003685712,0.0003916202,0.00003587112,0.00001132383,0.0007394374],"genre_scores_gemma":[0.9993932,0.0003011992,0.00004206088,0.00002172698,0.00005663546,0.00002475661,0.0001131021,0.000009106372,0.00003822576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299822,"threshold_uncertainty_score":0.4614437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050586300238443,"score_gpt":0.4434688015895275,"score_spread":0.3384101715656832,"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."}}