{"id":"W2405749296","doi":"10.1186/s12955-016-0486-7","title":"Factors influencing changes in health related quality of life of caregivers of persons with multiple chronic conditions","year":2016,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; McMaster University; University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Quality of life (healthcare); Psychological intervention; Mental health; Family caregivers; Gerontology; Population; Medicine; Psychology; Caregiver burden; Telephone interview; Clinical psychology; Psychiatry; Environmental health; Disease; Nursing","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":[0.001020463,0.0001851456,0.0002878354,0.0005877681,0.0007936932,0.0005548047,0.0002148046,0.0002091888,0.001290229],"category_scores_gemma":[0.005712117,0.0001080032,0.000416702,0.000819627,0.0002345478,0.0002659406,0.0004153744,0.0003245367,0.00007858912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504201,"about_ca_system_score_gemma":0.001818583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007541,"about_ca_topic_score_gemma":0.220736,"domain_scores_codex":[0.9994191,0.0001486705,0.00006903231,0.0000662549,0.0001777502,0.0001192121],"domain_scores_gemma":[0.9977006,0.0003598244,0.001047284,0.00004629096,0.0005986956,0.0002471891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007011233,0.00002607904,0.9948717,0.00006264196,0.00004582202,0.00005434902,0.0005310099,0.00002376585,0.00005471212,0.000004870173,0.0001496122,0.004105288],"study_design_scores_gemma":[0.000003019338,0.0000372195,0.9986231,0.00002784747,0.00002073583,0.00005135967,0.0009942441,0.00001957316,0.00001936237,0.000007469065,0.0001938859,0.000002094043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974637,0.00148068,0.00003564403,0.000142873,0.000008777281,0.00002308632,0.0003209646,0.000001346994,0.000522918],"genre_scores_gemma":[0.9992902,0.0003581104,0.00005268902,0.00002545677,0.000004310698,0.00001316795,0.0001701376,3.627893e-7,0.00008552403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007541,"threshold_uncertainty_score":0.2003353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490932754169547,"score_gpt":0.4013302965181421,"score_spread":0.2522370211011874,"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."}}