{"id":"W4387939204","doi":"10.3389/fendo.2023.1230244","title":"Serum mannan-binding lectin-associated serine proteases in early pregnancy for gestational diabetes in Chinese pregnant women","year":2023,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Gestational diabetes; Pregnancy; Medicine; Odds ratio; Internal medicine; Confidence interval; Obstetrics; Endocrinology; Biology; Gestation; Genetics","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":[0.0005653142,0.0003196095,0.0002611241,0.0005901817,0.0004122599,0.0003276009,0.0002394219,0.0002809619,0.000648776],"category_scores_gemma":[0.0008574026,0.0002386925,0.0004797271,0.0009278335,0.0002446901,0.000187203,0.0002341115,0.0003074706,0.00005355952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786171,"about_ca_system_score_gemma":0.0005884136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611559,"about_ca_topic_score_gemma":0.01273107,"domain_scores_codex":[0.9997612,0.00005726904,0.00002736582,0.00006660389,0.00004192255,0.00004564624],"domain_scores_gemma":[0.9997546,0.00004600947,0.0001094366,0.00002064228,0.00002332478,0.000045995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236991,0.00002151336,0.9953589,0.00003332785,0.00006394325,0.0003060108,0.0001559158,0.00005173361,0.0009802814,0.00004466198,0.00004791887,0.002812048],"study_design_scores_gemma":[0.00000624808,0.0000546407,0.9988029,0.000008135708,0.00007115393,0.0003297248,0.0001433789,0.0002516007,0.0001355071,0.00004378811,0.0001494692,0.000003541431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985201,0.0008780128,0.0001078213,0.00007319093,0.00000682684,0.000007331412,0.00007762965,0.000002468176,0.0003267716],"genre_scores_gemma":[0.9992557,0.000372169,0.0001196265,0.0000247784,0.000008834742,0.000007245503,0.00005233545,6.991332e-7,0.0001585936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611559,"threshold_uncertainty_score":0.03204352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595890201144599,"score_gpt":0.2894346706671534,"score_spread":0.2734757686557074,"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."}}