{"id":"W4205188498","doi":"10.1111/dme.14786","title":"Association between maternal glucose and large for gestational outcomes: Real‐world evidence to support Hyperglycaemia and Adverse Pregnancy Outcomes (HAPO) study findings","year":2022,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Gestational diabetes; Pregnancy; Diabetes mellitus; Plasma glucose; Logistic regression; Obstetrics; Internal medicine; Endocrinology; Gestational age; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565808,0.0002135717,0.0005682342,0.000433898,0.0002638018,0.00001978866,0.0001311978,0.00003016519,0.0006186748],"category_scores_gemma":[0.001920886,0.0001749719,0.0000513618,0.0002904162,0.00004253742,0.000123641,0.0002539609,0.0002072419,0.00001248771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309642,"about_ca_system_score_gemma":0.00009253121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475784,"about_ca_topic_score_gemma":0.00007547453,"domain_scores_codex":[0.9971451,0.0001154906,0.000486001,0.0004575535,0.001282232,0.0005136923],"domain_scores_gemma":[0.9976932,0.001372796,0.0001362574,0.0002181414,0.000191444,0.0003881937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006781868,0.0001774057,0.9899722,0.0003089286,0.0003438927,0.00002916534,0.001333582,0.000002736019,0.0001020795,0.0002436923,0.003929755,0.00348878],"study_design_scores_gemma":[0.005338144,0.0026268,0.986505,0.0002479337,0.0004574913,0.000001087457,0.00132223,0.00005482281,0.00002874466,0.0002322931,0.003035187,0.0001502321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846522,0.0001560331,0.00009907249,0.01184169,0.0001489812,0.002642721,0.0002037155,0.00004135657,0.0002142485],"genre_scores_gemma":[0.9842283,0.00009550308,0.000485223,0.001498324,0.00006479487,0.000684762,0.000268554,0.00002821202,0.01264631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243206,"threshold_uncertainty_score":0.7135147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650810350615514,"score_gpt":0.3607308303118113,"score_spread":0.3142227268056562,"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."}}