{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309249,0.0001852303,0.0005294213,0.0005314033,0.00005338061,0.00002408986,0.0001019089,0.00006342394,0.00004136847],"category_scores_gemma":[0.004733807,0.0001564605,0.00006271377,0.0007975911,0.0001050888,0.000129196,0.000116265,0.0003371457,0.000006071452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007112078,"about_ca_system_score_gemma":0.0001407795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002192828,"about_ca_topic_score_gemma":0.0002531382,"domain_scores_codex":[0.997475,0.0004631238,0.000771142,0.0004277047,0.000382968,0.0004800616],"domain_scores_gemma":[0.9967649,0.002359909,0.0002224175,0.0003160354,0.0001082516,0.0002284653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002284874,0.001190993,0.9905035,0.0002949938,0.0001554577,0.00107473,0.001982638,0.00003495838,0.00138374,0.000007136424,0.000013022,0.003130277],"study_design_scores_gemma":[0.00972063,0.001210206,0.9738193,0.0006614692,0.00005469111,0.000009095349,0.0008117161,0.01327776,0.000008110225,0.0002955045,0.000003643665,0.0001278335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973965,0.0000711977,4.514126e-7,0.0002839016,0.00002697523,0.001986095,0.0001359619,0.00004133854,0.00005761878],"genre_scores_gemma":[0.9991395,0.0001054657,0.00008280294,0.00006301956,0.00002195097,0.0004501626,0.00004746104,0.00002544112,0.00006419332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668422,"threshold_uncertainty_score":0.6380276,"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."}}