{"id":"W2886921195","doi":"10.1093/inthealth/ihy057","title":"Time to onset of type 2 diabetes mellitus in Ghana","year":2018,"lang":"en","type":"article","venue":"International Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Type 2 Diabetes Mellitus; Medicine; Diabetes mellitus; Internal medicine; Pediatrics; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004674716,0.00007266225,0.0002752262,0.0002045593,0.00001646077,0.00000512116,0.0001076069,0.00003627543,0.0007645452],"category_scores_gemma":[0.0001663749,0.00006765866,0.00007463754,0.0001958725,0.0000579008,0.00003506923,0.00003388615,0.00007715938,0.0009315386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334102,"about_ca_system_score_gemma":0.0001830743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215625,"about_ca_topic_score_gemma":0.0004261996,"domain_scores_codex":[0.9990155,0.00004187624,0.0002593987,0.0001634456,0.0003259996,0.000193761],"domain_scores_gemma":[0.9993788,0.00003348248,0.0000554185,0.0001991445,0.0002032589,0.0001298793],"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":[0.0003204122,0.0004147356,0.01495278,0.000166924,0.0003518024,0.00001515899,0.00117814,0.00001323203,0.0001443499,0.0002108455,0.02424661,0.957985],"study_design_scores_gemma":[0.002984192,0.003572051,0.5895663,0.001289435,0.00004511083,0.00002440281,0.000174757,0.002539734,0.009419502,0.000509917,0.3895362,0.0003384244],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865268,0.0009166902,0.00002766463,0.005078144,0.0004133482,0.0003151813,0.00003217738,0.00002387625,0.006666151],"genre_scores_gemma":[0.9947423,0.00004270344,0.001138035,0.002246888,0.0003984921,0.000009359353,0.00004652072,0.00001322654,0.001362446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9576466,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588619805147373,"score_gpt":0.3075057422927224,"score_spread":0.2916195442412486,"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."}}