{"id":"W1496496923","doi":"10.1111/j.1742-1241.2008.01705.x","title":"Prediabetes: a must to recognise disease state","year":2008,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Prediabetes; Medicine; Disease; Intensive care medicine; Insulin resistance; Diabetes mellitus; Type 2 diabetes; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754113,0.0006472736,0.002354867,0.001246403,0.0004354313,0.001748208,0.0008711287,0.002394986,0.002921992],"category_scores_gemma":[0.002735673,0.0003069912,0.000469101,0.001270005,0.001384938,0.002925907,0.0009899843,0.004545838,0.002433847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503676,"about_ca_system_score_gemma":0.002217919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383385,"about_ca_topic_score_gemma":0.001757603,"domain_scores_codex":[0.9992015,0.0002938749,0.0001151891,0.00006580426,0.0002772512,0.00004637934],"domain_scores_gemma":[0.9983419,0.0009746206,0.0001853282,0.00005506672,0.0003222278,0.0001207763],"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":[0.00009323985,0.00005181237,0.0004896576,0.0137716,0.0001005002,0.0004558212,0.0002940394,0.0001285921,0.0005836242,0.01072053,0.1059732,0.8673375],"study_design_scores_gemma":[0.00002475626,0.00006276163,0.001955756,0.009988531,0.0000780277,0.004126073,0.0003669378,0.00008347409,0.0002001737,0.007811232,0.9752749,0.00002741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001230705,0.9899036,0.0002777627,0.006660078,0.001572124,0.000005638038,0.0000109645,0.00001261318,0.001434221],"genre_scores_gemma":[0.002053296,0.9908195,0.0006553605,0.003356562,0.001951561,0.00001243654,0.00002788443,0.00000449995,0.001118857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002921992,"threshold_uncertainty_score":0.009775043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330028344728307,"score_gpt":0.6031928576205707,"score_spread":0.37019002314774,"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."}}