{"id":"W4387715146","doi":"10.2196/48746","title":"Family-Based, Culturally Responsive Intervention for Chinese Americans With Diabetes: Lessons Learned From a Literature Review to Inform Study Design and Implementation","year":2023,"lang":"en","type":"review","venue":"Asian/Pacific Island Nursing Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; Psychological intervention; Glycated hemoglobin; Diabetes mellitus; Type 2 diabetes; Diabetes management; Family medicine; Gerontology; Intervention (counseling); MEDLINE; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001149001,0.0005064199,0.001447657,0.0006559752,0.0003022443,0.0003871366,0.0001626568,0.0001128336,0.0000241381],"category_scores_gemma":[0.0001968829,0.0003221915,0.0003560652,0.001287872,0.00004604145,0.0002603507,0.00002051178,0.0005176934,0.00001576609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235288,"about_ca_system_score_gemma":0.0002896176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003488251,"about_ca_topic_score_gemma":0.000008876643,"domain_scores_codex":[0.9974939,0.0003496331,0.0008381322,0.0004768918,0.0004102764,0.0004312047],"domain_scores_gemma":[0.9981394,0.0002298529,0.0007597551,0.0003083156,0.0003353108,0.0002273609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002743868,0.0002126558,0.0001097197,0.01025897,0.0006306744,0.00002723621,0.003371308,0.000001013563,0.000001229937,0.000002115885,0.02018662,0.9649241],"study_design_scores_gemma":[0.004754354,0.007030596,0.003059289,0.6093073,0.01108795,0.00007018983,0.01515321,0.00004453148,6.855668e-7,0.0002414347,0.348371,0.0008794668],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000677092,0.982775,0.003741147,0.004992857,0.0005775223,0.006907518,0.0001426092,0.00006450422,0.0001216931],"genre_scores_gemma":[0.000234041,0.9920843,0.003695465,0.0002424883,0.0004466553,0.0006286476,0.001824724,0.00009799543,0.0007456706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9640446,"threshold_uncertainty_score":0.999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08106447136524479,"score_gpt":0.4324434319338228,"score_spread":0.351378960568578,"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."}}