{"id":"W4312086891","doi":"10.1002/alz.069162","title":"Impact of a web‐based psychoeducational intervention on carer mental health quality of life: Results from a pragmatic randomized control trial","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Calgary; University of Manitoba; McMaster University; Université de Montréal; University of Saskatchewan; University of Alberta","funders":"","keywords":"Spouse; Loneliness; Mental health; Randomized controlled trial; Quality of life (healthcare); Dementia; Intervention (counseling); Medicine; Psychological intervention; Gerontology; Psychology; Nursing; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006337801,0.002099338,0.003554919,0.001136297,0.001345492,0.001848979,0.001527252,0.003348575,0.007615651],"category_scores_gemma":[0.01055182,0.0006604733,0.003753511,0.001143637,0.002008298,0.001209777,0.001008029,0.001914798,0.0004544652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464449,"about_ca_system_score_gemma":0.00687986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02590805,"about_ca_topic_score_gemma":0.03076387,"domain_scores_codex":[0.9927624,0.004488057,0.0006847466,0.0007334694,0.0006604308,0.0006708997],"domain_scores_gemma":[0.995797,0.00178831,0.000797136,0.0002611262,0.0004777546,0.0008786644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9428706,0.0198964,0.0007501238,0.003968039,0.003457868,0.00008139453,0.0001852712,0.0003074473,0.0005821467,0.0001896046,0.0007804272,0.02693089],"study_design_scores_gemma":[0.9678971,0.02824093,0.001603763,0.000207437,0.001265682,0.00000999665,0.00005403762,0.0001988053,0.0001031327,0.0001228334,0.0002806049,0.00001568871],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263883,0.008027484,0.001769237,0.001489553,0.001707352,0.05481287,0.001839303,0.0002463768,0.003719559],"genre_scores_gemma":[0.9409096,0.002609079,0.004654957,0.001087412,0.0006483551,0.04765372,0.0006474205,0.00001841543,0.00177113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02590805,"threshold_uncertainty_score":0.05151451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06630099674477336,"score_gpt":0.4516369639002649,"score_spread":0.3853359671554916,"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."}}