{"id":"W2060194585","doi":"10.2196/resprot.2573","title":"A Type 2 Diabetes Prevention Website for African Americans, Caucasians, and Mexican Americans: Formative Evaluation","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Surgeon General","keywords":"eHealth; The Internet; Socioeconomic status; Psychological intervention; Gerontology; Health literacy; Literacy; mHealth; Medicine; Type 2 diabetes; Formative assessment; Digital divide; Medical education; Family medicine; Population; Health care; Psychology; Environmental health; Diabetes mellitus; Nursing; World Wide Web; Political science; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008173534,0.0001967707,0.0003685698,0.0003259191,0.001389038,0.0001261542,0.0003000868,0.000169113,0.001641063],"category_scores_gemma":[0.001686974,0.0001559803,0.00005947668,0.0009875749,0.0003033574,0.002006404,0.0001732369,0.0008847567,0.000445058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653591,"about_ca_system_score_gemma":0.001201654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804227,"about_ca_topic_score_gemma":0.00004946152,"domain_scores_codex":[0.9932806,0.003037288,0.001271483,0.0003978685,0.000886159,0.001126548],"domain_scores_gemma":[0.9945174,0.001099376,0.0005976325,0.0005067479,0.002866203,0.0004126608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007504929,0.0005863667,0.1100183,0.006521544,0.00006007027,1.991449e-7,0.03023168,0.000002885455,0.0006282991,0.00119795,0.1530109,0.6969913],"study_design_scores_gemma":[0.00291205,0.002713192,0.1336039,0.002284778,0.000006099463,3.823128e-7,0.01418658,0.01738918,0.0001290675,0.01000447,0.8164254,0.0003448768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07207683,0.00002011718,0.00121985,0.002598942,0.00003553178,0.9153114,0.00007577617,0.0001273798,0.008534174],"genre_scores_gemma":[0.06847755,0.00000550307,0.003377051,0.0008274101,0.0001612164,0.9260728,0.0001187883,0.00002521959,0.0009344806],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6966464,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.402109441308807,"score_gpt":0.6612492346161168,"score_spread":0.2591397933073098,"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."}}