{"id":"W3007953981","doi":"10.1002/047167849x.bio119","title":"Lipids and Diabetes","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Dyslipidemia; Diabetes mellitus; Medicine; Lipid profile; Diabetes management; Lipid metabolism; Lipoprotein; Internal medicine; Type 2 diabetes; Endocrinology; Cholesterol","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000289307,0.0003655645,0.0009288324,0.0001377803,0.00006410213,0.00004913714,0.00007313132,0.0006700071,0.0002695353],"category_scores_gemma":[0.0003620804,0.0002878353,0.0001022907,0.0002418065,0.0001465377,0.00003454812,0.0001180342,0.0006516443,0.00003795153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002311696,"about_ca_system_score_gemma":0.0002229048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167542,"about_ca_topic_score_gemma":0.000007705811,"domain_scores_codex":[0.9981455,0.00008538442,0.0002602149,0.0007590334,0.0003938082,0.0003560639],"domain_scores_gemma":[0.9989365,0.00001651676,0.0001268942,0.0005164347,0.00003915321,0.000364547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005492479,0.00003477353,0.0006432096,0.0009318771,0.0003203238,0.00003417668,0.00003882503,1.129362e-8,0.0001524308,0.00005631614,0.5326014,0.4651317],"study_design_scores_gemma":[0.0024266,0.000318319,0.0002240426,0.0007749419,0.0003912241,0.00002655378,0.00002839221,9.884849e-7,0.0004966144,0.000008250302,0.9950032,0.0003008955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.019054,0.1069169,0.000002735035,0.02791347,0.006220531,0.002077464,0.0003165403,0.000912287,0.8365861],"genre_scores_gemma":[0.006834535,0.01603303,0.00068193,0.001731655,0.06241163,0.0001194222,0.0002778894,0.0007882625,0.9111217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4648308,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097237852552643,"score_gpt":0.2354537476758578,"score_spread":0.2044813691503314,"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."}}