{"id":"W4408288749","doi":"10.2196/63253","title":"Nonadherence to Diabetes Complications Screening in a Multiethnic Asian Population: Protocol for a Mixed Methods Prospective Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Ethnic group; Medicine; Protocol (science); Population; Diabetes mellitus; Family medicine; Gerontology; Alternative medicine; Computer science; Environmental health; World Wide Web; Sociology","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":[0.04271257,0.00373934,0.003883709,0.003249364,0.004417661,0.002670502,0.003387302,0.003593492,0.03732403],"category_scores_gemma":[0.02006951,0.003310076,0.003691315,0.003467642,0.001692661,0.002418151,0.001997801,0.004218812,0.00668344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361287,"about_ca_system_score_gemma":0.01353548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00330192,"about_ca_topic_score_gemma":0.008046034,"domain_scores_codex":[0.9809901,0.0110658,0.003662711,0.001371025,0.001508037,0.001402406],"domain_scores_gemma":[0.9857196,0.003490467,0.002193738,0.002385612,0.004957553,0.00125302],"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":[0.1957158,0.1524502,0.06606689,0.08474241,0.003634506,0.006917534,0.03312499,0.01159082,0.01413883,0.02307058,0.1538124,0.2547349],"study_design_scores_gemma":[0.2291628,0.1233244,0.2206326,0.03209174,0.002573603,0.001927815,0.03250518,0.01816673,0.008243821,0.0178485,0.3122027,0.001320052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003811107,0.00008310763,0.001554781,0.00007662676,0.00007384418,0.9925855,0.001220963,0.00003206083,0.000562021],"genre_scores_gemma":[0.001716287,0.00005574725,0.002632129,0.00007906396,0.00001005455,0.9951074,0.0002444323,0.000002591834,0.0001523408],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04271257,"threshold_uncertainty_score":0.2258884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2849764981598188,"score_gpt":0.6380917594062258,"score_spread":0.3531152612464069,"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."}}