{"id":"W7133017927","doi":"","title":"The Role of Branched Chain Fatty Acids in Cardiometabolic Disorders Underlying Type 2 Diabetes in the PROMISE Cohort","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Banting and Best Diabetes Centre, University of Toronto; Dairy Farmers of Canada","keywords":"Type 2 diabetes; Metabolic syndrome; Insulin; Diabetes mellitus; Insulin resistance; Cohort; Type 2 Diabetes Mellitus; Pathophysiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001669079,0.0001843965,0.0003397989,0.0009077413,0.000276146,0.0006440431,0.000299957,0.0003386151,0.00349644],"category_scores_gemma":[0.002571009,0.0001546933,0.001146199,0.001417291,0.00008945112,0.0005072368,0.0005037385,0.0007752529,0.0006188042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599036,"about_ca_system_score_gemma":0.0008311634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057586,"about_ca_topic_score_gemma":0.01135088,"domain_scores_codex":[0.9996904,0.0000896014,0.00004275595,0.00006073596,0.00008030439,0.0000362023],"domain_scores_gemma":[0.9993712,0.0002099342,0.0001915552,0.00004673321,0.0001089063,0.00007162885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001577217,0.00009530421,0.8582311,0.002836946,0.002103755,0.0004253767,0.0008838226,0.00009267467,0.001467107,0.0006840277,0.005122112,0.1264805],"study_design_scores_gemma":[0.00004122699,0.0002724958,0.9799003,0.001504535,0.002201512,0.0005649502,0.0006731268,0.0001250459,0.000228073,0.00036321,0.01410613,0.0000194156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198293,0.2488268,0.001127226,0.005567487,0.000550803,0.00009174159,0.01166433,0.00002577838,0.01231655],"genre_scores_gemma":[0.8262831,0.1606368,0.001639676,0.0009077276,0.0004578017,0.0000989702,0.005516425,0.00002277009,0.004436677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005057586,"threshold_uncertainty_score":0.01169676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342394550365614,"score_gpt":0.3600382957783419,"score_spread":0.3366143502746858,"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."}}