{"id":"W4280494198","doi":"10.2196/33023","title":"Web-Based Technologies to Support Carers of People Living With Dementia: Protocol for a Mixed Methods Stepped-Wedge Cluster Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dementia; Peer support; Cluster randomised controlled trial; Medicine; Nursing; Directory; Social support; Intervention (counseling); Psychology; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03991668,0.006930278,0.01180079,0.003170572,0.004495596,0.005508472,0.005212779,0.009133614,0.08502547],"category_scores_gemma":[0.03429958,0.004404102,0.005522774,0.00388501,0.004242026,0.004475152,0.002771059,0.01017152,0.01379438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007443379,"about_ca_system_score_gemma":0.01950474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005098166,"about_ca_topic_score_gemma":0.009430422,"domain_scores_codex":[0.9704935,0.01749863,0.003035092,0.002613589,0.003440427,0.002918764],"domain_scores_gemma":[0.9856505,0.004289703,0.002829821,0.001907588,0.003275418,0.002046951],"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":[0.805101,0.03119545,0.001019802,0.05293236,0.004782126,0.0004982172,0.001665182,0.003825801,0.002216978,0.008959278,0.03174446,0.05605928],"study_design_scores_gemma":[0.9455472,0.01881801,0.001046887,0.004643169,0.0009282051,0.00004508748,0.0002859138,0.00209316,0.0006764712,0.00321371,0.02258501,0.0001172011],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007746253,0.00008028328,0.0007898349,0.00007574049,0.0001428459,0.9974092,0.0003878044,0.00006183446,0.000277855],"genre_scores_gemma":[0.0007434299,0.00004800013,0.001278494,0.00007833837,0.00001558564,0.9976287,0.00003770697,0.000002889361,0.0001667849],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08502547,"threshold_uncertainty_score":0.2844386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09491186668182183,"score_gpt":0.5322468088210235,"score_spread":0.4373349421392017,"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."}}