{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001437451,0.001092551,0.0009691318,0.001136948,0.002066981,0.00210025,0.001183198,0.001927875,0.002096402],"category_scores_gemma":[0.00391965,0.001863281,0.001818425,0.002162965,0.000892278,0.001062905,0.001209976,0.002309805,0.0004461882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143208,"about_ca_system_score_gemma":0.001720098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04802079,"about_ca_topic_score_gemma":0.04345692,"domain_scores_codex":[0.9985569,0.000326537,0.0001076818,0.0004886276,0.0001691014,0.0003510079],"domain_scores_gemma":[0.9965191,0.0005129945,0.000744638,0.000815868,0.0005774308,0.0008299673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006042424,0.0001230268,0.9974697,0.00001100523,0.0003364137,0.0001664842,0.0001843677,0.00002084085,0.0004213634,0.00003456924,0.0001507013,0.0004773679],"study_design_scores_gemma":[0.0000605268,0.0003118154,0.9978852,0.00001268922,0.0002586653,0.0003512039,0.000561665,0.0001869607,0.00007177262,0.00005299929,0.0002261319,0.00002024222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985211,0.0003235291,0.000152526,0.00005806275,0.00003050252,0.00002002129,0.0006512308,0.000004982497,0.0002380811],"genre_scores_gemma":[0.9981691,0.0002153651,0.0002392707,0.00007422432,0.00002236291,0.00003987156,0.0005672897,0.000008389467,0.0006642564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04802079,"threshold_uncertainty_score":0.09548253,"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."}}