{"id":"W4386168965","doi":"10.3390/geriatrics8050085","title":"Virtual Dementia-Friendly Communities (Verily Connect) Stepped-Wedge Cluster-Randomised Controlled Trial: Improving Dementia Caregiver Wellbeing in Rural Australia","year":2023,"lang":"en","type":"article","venue":"Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Division of Acquisition and Cooperative Support; National Institute for Health and Care Research; Verily Life Sciences","keywords":"Dementia; Medicine; Social support; Intervention (counseling); Peer support; Social isolation; Gerontology; Caregiver burden; Nursing; Psychology; Psychiatry; Disease; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002312287,0.0009680627,0.001685689,0.0005046981,0.0006380904,0.0007446014,0.0008935418,0.001258537,0.003478171],"category_scores_gemma":[0.004309502,0.0005182946,0.001351839,0.0003824732,0.0009234568,0.000768077,0.001006508,0.001248847,0.0003251474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115756,"about_ca_system_score_gemma":0.00190521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322175,"about_ca_topic_score_gemma":0.01168225,"domain_scores_codex":[0.9981815,0.001233065,0.0001059069,0.0002029098,0.0001237262,0.0001529191],"domain_scores_gemma":[0.9986883,0.0003752411,0.0003037546,0.00009208351,0.0001248226,0.0004158697],"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":[0.8952363,0.03601081,0.002712623,0.00505259,0.002063416,0.0001533194,0.0006328768,0.001041355,0.002147426,0.0004443164,0.00128358,0.05322131],"study_design_scores_gemma":[0.8190683,0.1686869,0.0082705,0.0003421717,0.0006575212,0.00005122685,0.0002360227,0.0008375624,0.000408613,0.0003309977,0.0010769,0.00003322895],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865541,0.001565661,0.0005439969,0.0003173596,0.0003124594,0.009036579,0.0002700855,0.00007326092,0.001326485],"genre_scores_gemma":[0.981504,0.0007796849,0.002820149,0.0003846189,0.0001240195,0.0123005,0.0001658327,0.000005975518,0.001915293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006322175,"threshold_uncertainty_score":0.01257074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228203466750805,"score_gpt":0.3019237834222885,"score_spread":0.279103436747208,"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."}}