{"id":"W3217462943","doi":"10.1016/j.plefa.2021.102378","title":"Non-esterified fatty acids as biomarkers of diet and glucose homeostasis in pregnancy: The impact of fatty acid reporting methods","year":2021,"lang":"en","type":"article","venue":"Prostaglandins Leukotrienes and Essential Fatty Acids","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; Ministry of Higher Education; Genome Canada","keywords":"Glucose homeostasis; Internal medicine; NEFA; Endocrinology; Pregnancy; Fish oil; Energy homeostasis; Glycated hemoglobin; Polyunsaturated fatty acid; Homeostasis; Medicine; Fatty acid; Diabetes mellitus; Chemistry; Biology; Biochemistry; Type 2 diabetes; Insulin resistance; Insulin; Fish <Actinopterygii>; Obesity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1230293,0.001062249,0.001140213,0.00290016,0.0004240966,0.005455667,0.002429459,0.001824545,0.001855165],"category_scores_gemma":[0.1816564,0.0006403332,0.001138278,0.0033973,0.001623324,0.003068929,0.001882938,0.001862602,0.0003533394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171679,"about_ca_system_score_gemma":0.002690954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003967298,"about_ca_topic_score_gemma":0.004394141,"domain_scores_codex":[0.8776534,0.1006499,0.00676699,0.004329684,0.009793471,0.0008064132],"domain_scores_gemma":[0.7837916,0.1677557,0.0200263,0.01189126,0.01538874,0.00114632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007041464,0.0005137029,0.6050168,0.002046684,0.002088275,0.0001275438,0.002512039,0.0009474158,0.002310106,0.006342106,0.001441544,0.3696123],"study_design_scores_gemma":[0.001566612,0.006622871,0.821191,0.01057292,0.007644565,0.003113759,0.007598723,0.03355677,0.03506878,0.01704832,0.05524183,0.0007739078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6390804,0.1892125,0.1255655,0.01185194,0.003264414,0.001373842,0.003837672,0.0002159111,0.02559767],"genre_scores_gemma":[0.8459294,0.0379995,0.1046789,0.002521359,0.001152221,0.001132951,0.001026185,0.0001766415,0.005382877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230293,"threshold_uncertainty_score":0.6506489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617190051595476,"score_gpt":0.3739926298465236,"score_spread":0.3378207293305689,"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."}}