{"id":"W2181691173","doi":"","title":"Diabetes risk 10 years forecast in the capital of Saudi Arabia: CanadianDiabetes Risk Assessment Questionnaire (CANRISK) perspective.","year":2014,"lang":"en","type":"article","venue":"Biomedical Research-tokyo","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Capital city; Environmental health; Population; Disease; Risk assessment; Health professionals; Cross-sectional study; Demography; Gerontology; Family medicine; Health care; Internal medicine; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.01029989,0.0002899142,0.0008120357,0.0008084397,0.0002700302,0.0000838343,0.00058659,0.0003242338,0.0002837936],"category_scores_gemma":[0.0101394,0.0002096231,0.0004429302,0.001320138,0.001902747,0.0001291955,0.0001624854,0.001657773,0.00009576269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120089,"about_ca_system_score_gemma":0.0008698769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1234097,"about_ca_topic_score_gemma":0.01920688,"domain_scores_codex":[0.9927351,0.00207342,0.0005737835,0.000676034,0.002703586,0.001238106],"domain_scores_gemma":[0.9964028,0.001059673,0.0001804527,0.001038961,0.000586708,0.0007314268],"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":[0.0001546379,0.001366052,0.2423552,0.0004582231,0.001013365,0.0001599243,0.002623192,0.00001277184,0.0002587727,0.002567925,0.02365387,0.7253761],"study_design_scores_gemma":[0.002563616,0.00174099,0.951386,0.0004902312,0.0001941336,0.000005647644,0.001780755,0.00116129,0.0001977595,0.004256815,0.03596216,0.0002605886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988431,0.003904814,0.00009734767,0.002492453,0.0002042586,0.001151866,0.0001758308,0.00004815221,0.003494266],"genre_scores_gemma":[0.9971753,0.0009922612,0.0003840616,0.0001164856,0.0007844738,0.0002190071,0.00006462095,0.00005156435,0.000212204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7251155,"threshold_uncertainty_score":0.99869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004046375312246,"score_gpt":0.3218567538822238,"score_spread":0.3018162901291013,"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."}}