{"id":"W6893155308","doi":"10.5281/zenodo.14218188","title":"Screening for risk factors for type 2 diabetes mellitus using the Canadian Diabetes Risk Questionnaire (CANRISK) in the East Java Provincial Health Service, Indonesia","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Methodologies in Health Research and Practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 Diabetes Mellitus; Family history; Diabetes mellitus; Type 2 diabetes; Observational study; Anamnesis; Blood sugar; Developing country; Abdominal obesity","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01696039,0.0002251902,0.0002870747,0.0004117183,0.01467679,0.0006304265,0.001238011,0.0001992502,0.0005799688],"category_scores_gemma":[0.01899799,0.0001547723,0.00007851035,0.001403287,0.0001733918,0.0003597672,0.0004467464,0.001770418,0.0002571552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007879102,"about_ca_system_score_gemma":0.0004296685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04294583,"about_ca_topic_score_gemma":0.01157449,"domain_scores_codex":[0.9878249,0.009139897,0.0006144142,0.0005253776,0.0004759096,0.001419463],"domain_scores_gemma":[0.9938821,0.003857055,0.000339399,0.0005853592,0.0009414084,0.0003946564],"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":[0.0009995496,0.0002142059,0.03194331,0.008645486,0.0004113394,0.00001122976,0.0726494,0.001393937,0.000149888,0.01098253,0.2836801,0.588919],"study_design_scores_gemma":[0.0005777156,0.0005739079,0.0210895,0.0004669491,0.0000562404,0.000003197592,0.008051882,0.02847839,0.00001207414,0.001248108,0.9391956,0.0002463872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8426703,0.0101087,0.03909229,0.06171466,0.004148269,0.02665943,0.009364774,0.001729103,0.004512517],"genre_scores_gemma":[0.9889354,0.0009799977,0.00370223,0.002336687,0.00118701,0.000009537858,0.001528077,0.001197971,0.0001230747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6555156,"threshold_uncertainty_score":0.9892654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2831969742059046,"score_gpt":0.4449490107515054,"score_spread":0.1617520365456008,"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."}}