{"id":"W4250185040","doi":"10.1016/j.cjca.2017.12.030","title":"Prediabetes","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prediabetes; Metformin; Incretin; Diabetes mellitus; Internal medicine; Type 2 diabetes; Insulin resistance; Impaired glucose tolerance; Endocrinology; Sitagliptin; Insulin","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":[],"consensus_categories":[],"category_scores_codex":[0.0003054283,0.0002443518,0.002365009,0.000682636,0.000038694,0.00001762465,0.0002002704,0.0002778427,0.00007320209],"category_scores_gemma":[0.0001338307,0.0001714463,0.0009972967,0.0001466609,0.0001739696,0.00003333595,0.00001514274,0.0002832375,0.0001584385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169135,"about_ca_system_score_gemma":0.002523978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002645019,"about_ca_topic_score_gemma":0.00006557508,"domain_scores_codex":[0.9987234,0.0001080021,0.0005311418,0.0001533353,0.0000952035,0.0003888826],"domain_scores_gemma":[0.9984439,0.00006651376,0.0003430402,0.0002762867,0.0001788565,0.0006913986],"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":[0.000002046837,0.000001311806,0.0002676025,0.002405391,0.002658166,0.0005502988,0.000008907141,3.54522e-7,1.352593e-8,0.0000779812,0.1976011,0.7964268],"study_design_scores_gemma":[0.0002702533,0.0005651228,0.00005950371,0.004188467,0.0055202,0.0004954279,0.000004807572,6.15922e-8,1.342338e-7,0.00004890639,0.9887431,0.000103989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006904501,0.9609213,0.00001926902,0.0000707043,0.001463395,0.0003000971,0.0000254404,0.000005112499,0.03718772],"genre_scores_gemma":[0.00006727436,0.9940397,0.0001323677,0.00007961418,0.00402182,0.000009833843,0.00004425995,0.00003649502,0.001568709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7963228,"threshold_uncertainty_score":0.6991379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089156562193345,"score_gpt":0.2955153483236855,"score_spread":0.254623782701752,"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."}}