{"id":"W3048048454","doi":"10.1186/s12877-020-01690-w","title":"Study protocol: pragmatic randomized control trial of my tools 4 care- in care (MT4C-in care) a web-based tool for family Carers of persons with dementia residing in long term care","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba; Alberta Health Services; McMaster University; Research Institute for Aging; University of Waterloo; Université de Montréal; University of Alberta; University of Saskatchewan; University of Alberta Hospital","funders":"University of Alberta; Public Health Agency; Public Health Agency of Canada","keywords":"Loneliness; Medicine; Dementia; Mental health; Randomized controlled trial; Intervention (counseling); Social support; Long-term care; Quality of life (healthcare); Family caregivers; Caregiver burden; Grief; Gerontology; Nursing; Psychiatry; Psychology; Disease","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":[0.01992609,0.007583512,0.01068664,0.002069714,0.002994844,0.004263137,0.003540457,0.0100765,0.05837199],"category_scores_gemma":[0.02514953,0.003418765,0.004567564,0.002373417,0.003730249,0.004269414,0.002048152,0.008090515,0.009344998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004412444,"about_ca_system_score_gemma":0.01248949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739344,"about_ca_topic_score_gemma":0.008326615,"domain_scores_codex":[0.9812303,0.01186824,0.001630954,0.001769336,0.001827272,0.001674054],"domain_scores_gemma":[0.9889392,0.003449613,0.002640409,0.001142855,0.001478076,0.002349884],"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":[0.9607947,0.01152055,0.0003130181,0.006717827,0.001374223,0.00007345354,0.0001491236,0.0004267238,0.0004582075,0.0008926977,0.005102629,0.01217691],"study_design_scores_gemma":[0.9825478,0.01306998,0.0003033033,0.000408826,0.0003042042,0.00000948231,0.00003205216,0.0002863384,0.0001067869,0.0004110109,0.002497864,0.00002237132],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01127653,0.0007983515,0.001580116,0.0005578005,0.001417304,0.980048,0.00235382,0.0002023818,0.001765727],"genre_scores_gemma":[0.009845412,0.0002240965,0.002434443,0.0005616033,0.0001497381,0.9856227,0.0002187492,0.000008245082,0.0009350367],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05837199,"threshold_uncertainty_score":0.1952738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856047503020689,"score_gpt":0.3668653142310762,"score_spread":0.3283048392008693,"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."}}