{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608269,0.000266493,0.0006114147,0.0006321404,0.0002898632,0.000102214,0.0001741044,0.00007101861,0.0001122973],"category_scores_gemma":[0.0002356661,0.000195855,0.0001656937,0.001144906,0.0002981146,0.0002339864,0.00002184094,0.0005009358,0.00002300681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117932,"about_ca_system_score_gemma":0.0001133544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006341435,"about_ca_topic_score_gemma":0.000005056019,"domain_scores_codex":[0.9975619,0.0005098212,0.0004958913,0.0003264363,0.0005104052,0.0005955063],"domain_scores_gemma":[0.998522,0.0001636316,0.0004649908,0.000396124,0.0002112878,0.000241988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009747987,0.0007360805,0.8167322,0.0000595839,0.0006148877,0.00001400113,0.02198446,0.0000280497,0.0006728228,0.000002022377,0.01157368,0.1474848],"study_design_scores_gemma":[0.001748859,0.002082239,0.898386,0.0007541578,0.00114736,0.000007399388,0.09379693,0.001168633,0.0002019929,0.0002508426,0.0002499072,0.0002056818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891652,0.0001073449,0.0006179373,0.0007230754,0.0009715866,0.00056238,0.000008673032,0.0001052669,0.007738573],"genre_scores_gemma":[0.9934468,0.00006866046,0.004673456,0.00001452434,0.0003531707,0.00002646982,0.0000318034,0.00005464906,0.001330443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472791,"threshold_uncertainty_score":0.7986737,"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."}}