{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001306721,0.0004774867,0.002253996,0.0007544682,0.0001974771,0.00003511902,0.000396502,0.0003534004,0.00001394227],"category_scores_gemma":[0.001473404,0.0004142197,0.0003975125,0.001370611,0.00007922242,0.0001534106,0.00008072209,0.0005461478,0.000001248511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007646778,"about_ca_system_score_gemma":0.003945077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842185,"about_ca_topic_score_gemma":0.0122498,"domain_scores_codex":[0.9932342,0.002341096,0.002222763,0.0007154495,0.0006947885,0.0007916968],"domain_scores_gemma":[0.9950474,0.002399559,0.001108872,0.000528939,0.0007746766,0.0001405382],"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":[0.3973555,0.0002826012,0.3325371,0.01585646,0.00008797779,0.00003137635,0.2521575,0.0007466146,0.0001312711,0.000008057956,0.00009474195,0.0007108446],"study_design_scores_gemma":[0.625851,0.002090163,0.03097844,0.0007919279,0.0005196296,1.560598e-7,0.3392524,0.00007535023,0.00006571503,0.000001587696,0.00004185963,0.0003317662],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7751591,0.001258781,0.0004418796,0.00005624633,0.0003641226,0.2222264,0.000275399,0.00005396219,0.0001640691],"genre_scores_gemma":[0.8856757,0.00000663189,0.001189679,0.00004166652,0.0001812896,0.1126952,0.0001303008,0.0000753506,0.000004244871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3015586,"threshold_uncertainty_score":0.999831,"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."}}