{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004557858,0.0006124224,0.0004119295,0.001202116,0.0005176148,0.00228512,0.0003066685,0.001118685,0.03197085],"category_scores_gemma":[0.001143827,0.0001007318,0.0003057154,0.001442586,0.0004289019,0.0008211698,0.001147925,0.001884454,0.01007158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006295996,"about_ca_system_score_gemma":0.001048415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737681,"about_ca_topic_score_gemma":0.002007524,"domain_scores_codex":[0.9995521,0.0001232764,0.00004900208,0.00005024375,0.0001586593,0.00006668504],"domain_scores_gemma":[0.9995159,0.0001042182,0.0000919935,0.00002666676,0.0001281752,0.0001330453],"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":[0.0001877406,0.00010578,0.003993824,0.001576162,0.00004757177,0.0006629544,0.0001247774,0.00005818652,0.0008113246,0.01974916,0.2113964,0.7612861],"study_design_scores_gemma":[0.00001690533,0.00005596516,0.00411762,0.0013905,0.00003142497,0.001857152,0.0001253466,0.00002375525,0.0002366411,0.007082666,0.9850514,0.00001070917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001868514,0.8109502,0.0004232932,0.04420668,0.009404933,0.00003014535,0.0004840241,0.00008279356,0.1325494],"genre_scores_gemma":[0.03130745,0.8343531,0.001304644,0.01807389,0.010086,0.00004998206,0.000812694,0.00003415248,0.103978],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03197085,"threshold_uncertainty_score":0.1069532,"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."}}