{"id":"W4362465415","doi":"10.2196/42655","title":"Behind the Scenes of a Technologically Enhanced Intervention for Caregivers of People With Dementia: Protocol for a Feasibility and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arizona State University","keywords":"Dementia; Intervention (counseling); Family caregivers; Distress; Psychology; Caregiver burden; Quality of life (healthcare); Stressor; Medicine; Nursing; Disease; Clinical psychology","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":[0.03042957,0.003648869,0.004590768,0.002299932,0.004541731,0.002404526,0.00349554,0.006145407,0.04836553],"category_scores_gemma":[0.02474296,0.002962712,0.003633813,0.001905906,0.002618815,0.002030412,0.002278163,0.007129505,0.007899679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523888,"about_ca_system_score_gemma":0.01807519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003252787,"about_ca_topic_score_gemma":0.005209672,"domain_scores_codex":[0.9854183,0.008334461,0.001860153,0.001036713,0.001584655,0.001765641],"domain_scores_gemma":[0.986253,0.004912116,0.001485602,0.00186627,0.004102977,0.001380105],"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":[0.3163584,0.2185654,0.003979211,0.05077698,0.001104469,0.002527012,0.01079684,0.007842246,0.01752577,0.01070324,0.04591843,0.3139019],"study_design_scores_gemma":[0.5002143,0.2368348,0.02212585,0.01212601,0.001051201,0.0004714251,0.006642973,0.003907737,0.009782116,0.008002992,0.1981445,0.0006961288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00183946,0.00003653112,0.0007099616,0.00004805673,0.00005077225,0.9967003,0.0002883508,0.0000177088,0.0003087861],"genre_scores_gemma":[0.0006299946,0.00002791565,0.001241976,0.00002684517,0.000006617989,0.9979225,0.0000354696,0.000001179959,0.0001074343],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04836553,"threshold_uncertainty_score":0.1617988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320557546418939,"score_gpt":0.5666434324773385,"score_spread":0.3345876778354446,"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."}}