{"id":"W2900165113","doi":"10.2196/11630","title":"A Tablet App– and Sensor-Based Assistive Technology Intervention for Informal Caregivers to Manage the Challenging Behavior of People With Dementia (the insideDEM Study): Protocol for a Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Intervention (counseling); Protocol (science); Psychological intervention; Dementia; Research design; Modalities; Family caregivers; Wilcoxon signed-rank test; Test (biology); Psychology; Data collection; Applied psychology; Nursing; Medicine; Medical education; Alternative medicine; Mann–Whitney U test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02077368,0.003576785,0.004229513,0.001994182,0.003853734,0.001946566,0.00313514,0.005036025,0.03453028],"category_scores_gemma":[0.01259413,0.002539735,0.002659334,0.001408924,0.002356201,0.002280947,0.002530928,0.00487697,0.007759861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003433257,"about_ca_system_score_gemma":0.01496488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438236,"about_ca_topic_score_gemma":0.00387083,"domain_scores_codex":[0.9903396,0.005557346,0.001178256,0.000933503,0.0008342903,0.001157057],"domain_scores_gemma":[0.9940147,0.001851964,0.0006830039,0.0009226696,0.001683322,0.0008443759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2998841,0.2642706,0.009751921,0.06496705,0.00113736,0.005284269,0.01590482,0.007638903,0.02468292,0.01306395,0.04527249,0.2481417],"study_design_scores_gemma":[0.423349,0.2377025,0.03564407,0.01626478,0.001300584,0.001272022,0.009837629,0.003572971,0.009953977,0.00697081,0.2532417,0.0008900336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003855039,0.00008338247,0.001021478,0.00005455735,0.0000522593,0.9941041,0.0003847572,0.0000162259,0.000428202],"genre_scores_gemma":[0.001183772,0.00006406459,0.001366479,0.00004125172,0.00001056017,0.9971383,0.00006470914,0.000001431914,0.0001295118],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03453028,"threshold_uncertainty_score":0.1155153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626638391205529,"score_gpt":0.5350116188932634,"score_spread":0.3723477797727105,"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."}}