{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006341327,0.000854508,0.001548269,0.002404741,0.0004024614,0.001372665,0.0004775836,0.0009546112,0.01009327],"category_scores_gemma":[0.002395411,0.0002387103,0.0007915997,0.002401987,0.0003087317,0.0006728643,0.0007066951,0.001669911,0.001389144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007136824,"about_ca_system_score_gemma":0.002630883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007809232,"about_ca_topic_score_gemma":0.01754847,"domain_scores_codex":[0.9995502,0.00009451156,0.00009814891,0.00006108972,0.0001442334,0.00005183856],"domain_scores_gemma":[0.9992912,0.0002885685,0.0001810494,0.00001641573,0.0001500746,0.0000726155],"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":[0.0002542802,0.0001301309,0.002084109,0.03922178,0.000578895,0.0002914058,0.0000912763,0.00009268381,0.0001784045,0.00274114,0.1135344,0.8408015],"study_design_scores_gemma":[0.0002235638,0.0001050835,0.008530463,0.05181744,0.002561985,0.002239695,0.0001824349,0.0001029133,0.0001427931,0.002247881,0.9317999,0.00004582061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001504772,0.9964668,0.00004516163,0.0006148674,0.0005616,0.000006815284,0.00006690891,0.000004597164,0.002082822],"genre_scores_gemma":[0.002850391,0.9936928,0.0001885506,0.001136853,0.0008307439,0.00001763376,0.0001657002,0.000001798106,0.001115587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01009327,"threshold_uncertainty_score":0.03376538,"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."}}