{"id":"W2130478265","doi":"10.1177/1471301211421085","title":"Quality of life in early dementia: Comparison of rural patient and caregiver ratings at baseline and one year","year":2011,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; University of British Columbia; Canadian Rural Health Research Society; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Quality of life (healthcare); Caregiver burden; Mood; Medicine; Dementia; Depression (economics); Distress; Memory clinic; Activities of daily living; Cognition; Clinical psychology; Physical therapy; Psychiatry; Cognitive impairment; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001003608,0.0001969349,0.0003054386,0.000573866,0.0002538697,0.0003635514,0.0001643062,0.0002192919,0.0006756892],"category_scores_gemma":[0.004234482,0.0001098567,0.0003218088,0.0004101389,0.0002061457,0.0003418314,0.0004151725,0.0003505308,0.0001220838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580758,"about_ca_system_score_gemma":0.0001467256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351582,"about_ca_topic_score_gemma":0.003860124,"domain_scores_codex":[0.9996082,0.0001749303,0.00003835828,0.00003912871,0.00009053385,0.00004884903],"domain_scores_gemma":[0.9982698,0.0003523453,0.0008628402,0.00005154632,0.0002147059,0.0002486735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008453958,0.0001808427,0.9866639,0.00003609388,0.0001311384,0.0001079673,0.0009666134,0.0001999406,0.0003597636,0.00001721981,0.0001388558,0.01035225],"study_design_scores_gemma":[0.00001984158,0.0008638728,0.9979112,0.000006843217,0.00002474924,0.0002379597,0.000400313,0.0002498834,0.00007583832,0.00001999594,0.0001827734,0.00000686797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995753,0.0001424562,0.00003888897,0.00001438781,0.00000180668,0.000003309126,0.00005299719,0.000001235989,0.0001696536],"genre_scores_gemma":[0.9997376,0.00005383872,0.00004467049,0.000006533876,0.00000204514,0.000004584031,0.00008800055,3.864095e-7,0.00006246133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351582,"threshold_uncertainty_score":0.005307674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05083133981688597,"score_gpt":0.3209343894074818,"score_spread":0.2701030495905958,"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."}}