{"id":"W4320081182","doi":"10.2196/39195","title":"Perceived Risk of Diabetes Among Vietnamese Americans With Prediabetes: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Arizona","keywords":"Prediabetes; Vietnamese; Medicine; Diabetes mellitus; Snowball sampling; Risk perception; Gerontology; Population; Psychological intervention; Context (archaeology); Type 2 diabetes; Environmental health; Perception; Psychology; Nursing; Geography; Endocrinology","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":[0.004942662,0.0004532952,0.0007672978,0.001314592,0.001781053,0.001484204,0.0006660094,0.0005791793,0.002176342],"category_scores_gemma":[0.005009752,0.0006176343,0.0007592798,0.001759772,0.0005254474,0.0009525043,0.001014155,0.000626182,0.0002208897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141119,"about_ca_system_score_gemma":0.001733565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00979551,"about_ca_topic_score_gemma":0.01601438,"domain_scores_codex":[0.9977894,0.001083479,0.000310223,0.0002518521,0.0003455152,0.0002195755],"domain_scores_gemma":[0.9969471,0.001204675,0.0006967784,0.0002114933,0.0006543973,0.0002856253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003575718,0.001801048,0.9376392,0.0008811122,0.0003132972,0.0008349931,0.03775157,0.00005862673,0.000412453,0.0003448224,0.000746366,0.01885895],"study_design_scores_gemma":[0.0001945006,0.004189787,0.8100882,0.001661148,0.0005463765,0.001969162,0.1733492,0.001137825,0.0006123604,0.0007155949,0.005444063,0.00009181951],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965978,0.0008282265,0.0006190911,0.0001568502,0.00001503731,0.0006651856,0.0003416586,0.000003722445,0.0007723384],"genre_scores_gemma":[0.994335,0.001035497,0.001572122,0.0004676731,0.00002336571,0.001753414,0.0002856471,0.000004006424,0.000523157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00979551,"threshold_uncertainty_score":0.02613956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143695791642005,"score_gpt":0.3197930536791744,"score_spread":0.3054234745149739,"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."}}