{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965655,0.0001083111,0.0003856666,0.0001257342,0.00003301728,0.000005794397,0.0000451722,0.00004814452,0.0005206718],"category_scores_gemma":[0.00008217456,0.000100726,0.00004241939,0.0001161629,0.0001563179,0.00007254712,0.0001691239,0.00009946986,0.000004463902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001520539,"about_ca_system_score_gemma":0.00003948324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086062,"about_ca_topic_score_gemma":0.0002140081,"domain_scores_codex":[0.9985456,0.0001358284,0.000555022,0.0001661299,0.0003895564,0.0002078649],"domain_scores_gemma":[0.9993271,0.00004793332,0.0001944301,0.0001408632,0.0001615268,0.0001281511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005496481,0.0005322782,0.9813247,0.0002219269,0.0002880547,0.000001831993,0.003843875,7.499481e-8,0.008971224,0.000126683,0.0001370113,0.004002645],"study_design_scores_gemma":[0.003053662,0.0009004559,0.9724391,0.00009806574,0.000180048,5.302193e-7,0.002289253,0.00004883265,0.0208104,0.00003810869,0.00005612116,0.00008541241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967257,0.001312214,0.000146832,0.00005457624,0.00002290082,0.0004051996,0.00001707104,0.000007231749,0.001308217],"genre_scores_gemma":[0.9990719,0.00006612692,0.0007030756,0.00005430556,0.00000982545,0.00001439749,0.00002491156,0.000009351152,0.00004613904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183917,"threshold_uncertainty_score":0.5700991,"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."}}