{"id":"W4411613342","doi":"10.1016/j.ssmmh.2025.100483","title":"Caring for loved ones as community: Supporting caregivers of Native Hawaiians living with dementia","year":2025,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"Alzheimer's Association","keywords":"Native Hawaiians; Dementia; Gerontology; Psychology; Medicine; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009617411,0.0002356076,0.0004345296,0.000212516,0.000688775,0.00002353742,0.0003624657,0.00008584056,0.00011567],"category_scores_gemma":[0.00005087052,0.0002394693,0.00009693112,0.0003129597,0.0002140728,0.000111678,0.0001919567,0.000365542,0.000008173028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005397995,"about_ca_system_score_gemma":0.0002951497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351985,"about_ca_topic_score_gemma":0.00196227,"domain_scores_codex":[0.9978819,0.0004266373,0.0004996645,0.0003333067,0.0002405911,0.0006178332],"domain_scores_gemma":[0.9984284,0.0005061202,0.0004067944,0.0004556306,0.0000954561,0.0001076099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005785465,0.00131034,0.08143753,0.002987514,0.001834351,0.00001215679,0.8398092,0.00004868503,0.001192125,0.02278074,0.01267276,0.03533611],"study_design_scores_gemma":[0.002268989,0.001447598,0.02018252,0.002133118,0.0001020185,0.00001669795,0.9707679,0.00004951455,0.001495541,0.0003363369,0.0008595082,0.0003402453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585473,0.0006731644,0.001165671,0.0004062936,0.001475292,0.001359701,0.0001481993,0.0000985353,0.03612582],"genre_scores_gemma":[0.9961862,0.00001292877,0.0009259317,0.0008906277,0.00002522237,0.000101367,0.00009071039,0.00004100688,0.001726027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309588,"threshold_uncertainty_score":0.9765274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571140836930718,"score_gpt":0.367859622465696,"score_spread":0.3421482140963888,"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."}}