{"id":"W2143568134","doi":"10.1371/journal.pone.0103217","title":"Evidence That Multiple Defects in Lipid Regulation Occur before Hyperglycemia during the Prodrome of Type-2 Diabetes","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Biotechnology and Biological Sciences Research Council; Manchester Biomedical Research Centre; Greater Manchester Comprehensive Local Research Network; Medical Research Council; National Institute for Health and Care Research","keywords":"Internal medicine; Gestational diabetes; Endocrinology; Type 2 diabetes; Adiponectin; Metabolite; Diabetes mellitus; Medicine; Body mass index; Chemistry; Pregnancy; Biology; Insulin resistance; Gestation","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":[0.0005624903,0.0003651527,0.0003220884,0.0007031665,0.0001991827,0.0004830106,0.0004352727,0.0005358883,0.001384694],"category_scores_gemma":[0.001487074,0.000213762,0.0003575752,0.0004744493,0.0003489865,0.0003465862,0.0003661851,0.0008361628,0.0002723534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179725,"about_ca_system_score_gemma":0.0002532385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007620146,"about_ca_topic_score_gemma":0.0007297485,"domain_scores_codex":[0.999787,0.00003144586,0.00002121677,0.0000791337,0.0000513214,0.00002977526],"domain_scores_gemma":[0.998347,0.0003899298,0.0006907849,0.0001696196,0.0001575763,0.0002450343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007314109,0.0003142792,0.8895539,0.0002843471,0.0003244861,0.001809824,0.0002592842,0.0001626493,0.06527556,0.0002125491,0.0003953052,0.03409364],"study_design_scores_gemma":[0.00001435377,0.0004323312,0.995259,0.00001769053,0.00007369521,0.001098977,0.00004849098,0.00005058524,0.002691502,0.00007155295,0.0002360843,0.000005657814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931775,0.004418479,0.001072889,0.0001913076,0.00004272263,0.00001059895,0.000334896,0.00002617314,0.0007254581],"genre_scores_gemma":[0.9964078,0.001763401,0.0009394013,0.0001080159,0.00004658086,0.00001610828,0.0004788566,0.000008836337,0.0002310768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001384694,"threshold_uncertainty_score":0.004632294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390987791066126,"score_gpt":0.2544098522921855,"score_spread":0.2004999743815242,"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."}}