{"id":"W3092602867","doi":"10.1155/2020/5471316","title":"Dietary Total Antioxidant Capacity and Gestational Diabetes Mellitus: A Case-Control Study","year":2020,"lang":"en","type":"article","venue":"Oxidative Medicine and Cellular Longevity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gestational diabetes; Algorithm; Diabetes mellitus; Chemistry; Medicine; Machine learning; Database; Endocrinology; Mathematics; Pregnancy; Computer science; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686022,0.0002381962,0.0005000254,0.0001036734,0.0001640909,0.00002436575,0.00004863258,0.00004335004,0.0002725777],"category_scores_gemma":[0.0005714902,0.000179195,0.00004808529,0.0002105126,0.000384844,0.0001552331,0.00008406168,0.0002823698,0.00001110386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002546496,"about_ca_system_score_gemma":0.00003499485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096183,"about_ca_topic_score_gemma":0.00001744541,"domain_scores_codex":[0.998108,0.0002449551,0.000298115,0.0004940713,0.0005280975,0.0003267776],"domain_scores_gemma":[0.9987053,0.0003304261,0.0000828315,0.0001574722,0.0001774164,0.0005465432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103558,0.002097641,0.6729994,0.003073225,0.002886607,0.01005747,0.019883,0.00001922658,0.1937715,0.0009915581,0.003263237,0.08992159],"study_design_scores_gemma":[0.008207285,0.005929157,0.9679534,0.000159347,0.0008507168,0.0001246161,0.008316949,0.004946143,0.002261135,0.000261759,0.0006306457,0.0003588885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871429,0.002890159,0.000708441,0.007532119,0.0000314967,0.001197596,0.00007347878,0.00003692308,0.0003869375],"genre_scores_gemma":[0.9977399,0.0001942668,0.0003055988,0.001349782,0.000200345,0.00005192845,0.00004913192,0.00001628436,0.00009282383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949539,"threshold_uncertainty_score":0.730736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295607840834719,"score_gpt":0.27943986902786,"score_spread":0.2364837906195128,"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."}}