{"id":"W4409623445","doi":"10.2196/66053","title":"Culturally Adapted STAR-Caregivers Virtual Training and Follow-Up for Latino Caregivers of People Living With Dementia: Single-Arm Pre-Post Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Dementia; Preprint; Intervention (counseling); Training (meteorology); Gerontology; Psychology; Training manual; Medicine; Medical education; Nursing; World Wide Web; Computer science; Geography","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":[0.00502965,0.001094761,0.001911798,0.000806851,0.00188926,0.0007210854,0.0008934308,0.0008993076,0.004756536],"category_scores_gemma":[0.003819328,0.0006608617,0.002025392,0.0005029277,0.0007985465,0.0007762886,0.0009904801,0.001094226,0.0006255786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145609,"about_ca_system_score_gemma":0.003156211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036369,"about_ca_topic_score_gemma":0.008217567,"domain_scores_codex":[0.998044,0.0009056471,0.0002123693,0.0002941978,0.0002255788,0.000318165],"domain_scores_gemma":[0.9982213,0.0004250132,0.0002943309,0.0003056707,0.0004227234,0.0003310615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1113077,0.4823614,0.05509995,0.003806107,0.001167962,0.0008605415,0.01299343,0.0009730275,0.01000361,0.0004958201,0.002555714,0.3183747],"study_design_scores_gemma":[0.05105769,0.6427149,0.2700621,0.001044488,0.001013121,0.0002244718,0.01845679,0.000984272,0.004956467,0.0007727784,0.008522552,0.0001904557],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777039,0.0002091102,0.0008124475,0.00006816704,0.00007663429,0.01981952,0.0004048095,0.00003731044,0.0008679676],"genre_scores_gemma":[0.8921278,0.0006200107,0.01212901,0.0004853695,0.0001204266,0.09086192,0.0005985253,0.00002413084,0.003032835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00502965,"threshold_uncertainty_score":0.02659965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359336874725868,"score_gpt":0.342314867204278,"score_spread":0.3187214984570192,"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."}}