{"id":"W4386002759","doi":"10.1016/j.cca.2023.117512","title":"Circulating hyaluronidase in early pregnancy and increased risk of gestational diabetes in Chinese pregnant women: A nested case control study","year":2023,"lang":"en","type":"article","venue":"Clinica Chimica Acta","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gestational diabetes; Obstetrics; Pregnancy; Medicine; Logistic regression; Gynecology; Gestation; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009726449,0.0007481506,0.00074645,0.0007997227,0.001074339,0.0008117367,0.0007096961,0.0009135003,0.001239559],"category_scores_gemma":[0.001810871,0.0009664789,0.001118437,0.001187262,0.000656994,0.0004005954,0.0004979816,0.0007627404,0.0001634903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250746,"about_ca_system_score_gemma":0.000703195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607277,"about_ca_topic_score_gemma":0.01109129,"domain_scores_codex":[0.9992173,0.0002176125,0.00007421558,0.0002842728,0.000076697,0.0001299482],"domain_scores_gemma":[0.998971,0.0002520138,0.0002843315,0.0001907454,0.00007893207,0.000222894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009998451,0.0001853107,0.994866,0.00002851719,0.0003369335,0.0007245624,0.0005076981,0.00003750724,0.001453867,0.0000616448,0.00006185091,0.000736284],"study_design_scores_gemma":[0.00008304512,0.0003384711,0.9973346,0.00001144068,0.0003643913,0.0007600171,0.0004381014,0.0003299256,0.0001520537,0.00004986565,0.0001253309,0.0000128046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994373,0.0001774352,0.0001225139,0.00002047805,0.000006440035,0.00001250268,0.00009416128,0.00000226035,0.0001269291],"genre_scores_gemma":[0.999448,0.00008542976,0.0001307169,0.00002642337,0.000008362171,0.00002003923,0.0001016454,0.000002085208,0.0001773322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607277,"threshold_uncertainty_score":0.03195846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109463625571142,"score_gpt":0.3195637927007581,"score_spread":0.2984691564450467,"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."}}