{"id":"W2941017870","doi":"10.1177/2165079918823218","title":"A Diabetes Screening and Education Program for Chinese American Food Service Employees Delivered in Chinese","year":2019,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Chinese americans; Type 2 Diabetes Mellitus; Family medicine; Certification; Type 2 diabetes; Environmental health; Ethnic group; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008810791,0.0003022801,0.0009278397,0.0001920005,0.0001346829,0.00003487171,0.0001127541,0.00009105635,0.00001428627],"category_scores_gemma":[0.0001626939,0.0002512423,0.0001829479,0.000939125,0.00005670058,0.0001440725,0.00006174537,0.0002994262,0.0000118719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507039,"about_ca_system_score_gemma":0.0004445258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004626703,"about_ca_topic_score_gemma":0.005925742,"domain_scores_codex":[0.9978799,0.000142539,0.0005059596,0.0005349804,0.0002853577,0.0006512724],"domain_scores_gemma":[0.9985896,0.0001938584,0.0002157533,0.0005051039,0.0001527727,0.0003429014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003656478,0.0002713193,0.3534808,0.0009359724,0.00009419033,2.98926e-7,0.0005283168,0.00003882963,0.000005368178,0.000006873294,0.0001102117,0.6441622],"study_design_scores_gemma":[0.003809154,0.001875191,0.9726834,0.000779564,0.00004795847,0.000006294115,0.0005748119,0.001201216,0.000005189569,0.000096572,0.018647,0.0002736759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798436,0.006668882,0.0001635866,0.006626016,0.000214229,0.006087136,0.00003012572,0.0001623521,0.0002040616],"genre_scores_gemma":[0.978676,0.0006354871,0.0157815,0.003133162,0.000327701,0.0009896606,0.0002319946,0.00007240708,0.0001520953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438885,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007702283758588449,"score_gpt":0.2933004549377266,"score_spread":0.2855981711791382,"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."}}