{"id":"W4413655037","doi":"10.1016/j.jogc.2025.103086","title":"Serum Biglycan and Decorin as Biomarkers for Preterm Birth: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Decorin; Prospective cohort study; Biglycan; Obstetrics; Cohort study; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002587357,0.0001345597,0.0004359407,0.0003272248,0.0001270411,0.00002681586,0.00007729791,0.00008955111,0.00004162104],"category_scores_gemma":[0.0025267,0.0001116299,0.00005012398,0.0003158822,0.00006315164,0.00006845539,0.00004228663,0.0002076591,7.763921e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685883,"about_ca_system_score_gemma":0.001929258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005250412,"about_ca_topic_score_gemma":0.0227664,"domain_scores_codex":[0.9989654,0.00003707686,0.000382675,0.000191179,0.0001903615,0.0002333384],"domain_scores_gemma":[0.9980777,0.001029178,0.0002122285,0.0001144384,0.0003335016,0.0002329412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000658657,0.00006966043,0.9591594,0.00006714358,0.0005521702,0.0006314481,0.00006635541,2.785656e-7,0.000006141165,0.00007295662,0.0008527939,0.0384558],"study_design_scores_gemma":[0.005520581,0.00201255,0.9845424,0.00001456045,0.0003019368,0.000104687,0.0006330629,0.00003182723,0.00006162774,0.0003094068,0.006371049,0.00009630613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896777,0.002959107,0.0000194129,0.0005402681,0.004566927,0.0008849725,0.00003110331,0.000004670165,0.001315841],"genre_scores_gemma":[0.9985257,0.000211215,0.0001658899,0.0005134715,0.00002538926,0.00002424479,0.000001546822,0.00000924961,0.0005232515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0383595,"threshold_uncertainty_score":0.9950656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006595746532206008,"score_gpt":0.247641272313374,"score_spread":0.2410455257811679,"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."}}