{"id":"W4399169607","doi":"10.1371/journal.pone.0302208","title":"The association of red and processed meat with gestational diabetes mellitus: Results from 2 Canadian birth cohort studies","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; Hamilton Health Sciences; Population Health Research Institute; McMaster University; Impact","funders":"Canadian Institutes of Health Research; Health Canada; Novo Nordisk; University of Toronto; Public Health England; Canadian Foundation for Dietetic Research; Government of Canada; Sanofi; World Health Organization; Kowa Company; Hamilton Health Sciences; Pfizer; Heart and Stroke Foundation of Canada; McMaster University; AstraZeneca; Eli Lilly and Company","keywords":"Gestational diabetes; Medicine; Diabetes mellitus; Cohort study; Cohort; Pregnancy; Biology; Internal medicine; Gestation; Endocrinology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003338082,0.0007032047,0.000767103,0.002114572,0.001847181,0.001448498,0.001257771,0.0005218223,0.001357165],"category_scores_gemma":[0.005276739,0.0005226884,0.001765794,0.005928026,0.0004843689,0.0002585169,0.001241227,0.0005686699,0.0001279434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008775599,"about_ca_system_score_gemma":0.01401682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9715275,"about_ca_topic_score_gemma":0.9799402,"domain_scores_codex":[0.9979622,0.0002307149,0.0001961635,0.0004386048,0.0008301936,0.0003421507],"domain_scores_gemma":[0.9955406,0.0005047731,0.0009101499,0.0002589683,0.002249654,0.0005358891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00040596,0.00001520639,0.99231,0.000216641,0.001094675,0.0001222346,0.0004996299,0.00009975636,0.0002566268,0.00006351037,0.0006249283,0.004290828],"study_design_scores_gemma":[0.00001821221,0.00001180212,0.9987394,0.00007156452,0.0003366628,0.00004399529,0.0001659103,0.00006561908,0.00003386202,0.000009309287,0.0004956721,0.000007952735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745811,0.01101472,0.0004760151,0.0004563212,0.00004476439,0.0000888044,0.01132111,0.00001981468,0.001997352],"genre_scores_gemma":[0.9861656,0.005988162,0.0009172676,0.0001516877,0.00001567187,0.0000676007,0.005906022,0.00001838246,0.0007695855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02847254,"threshold_uncertainty_score":0.06367177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515608198017661,"score_gpt":0.2353789401857233,"score_spread":0.2102228582055466,"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."}}