{"id":"W7120048682","doi":"10.11575/prism/50933","title":"Circulating Biomarkers Associated with Preterm Birth and Fetal Sex","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestation; Fetus; Context (archaeology); Biomarker; Hormone; Pregnancy; Logistic regression; Cortisone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007273406,0.0002358062,0.0002610118,0.0007978152,0.0001824859,0.0008624722,0.0002431269,0.0003225549,0.001838573],"category_scores_gemma":[0.003714613,0.00012479,0.0002384855,0.0007922185,0.0002605581,0.0002126009,0.000305783,0.0005388899,0.0002557488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911823,"about_ca_system_score_gemma":0.0003336208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863514,"about_ca_topic_score_gemma":0.001302751,"domain_scores_codex":[0.9995824,0.0001061165,0.00004542374,0.0001016123,0.0001124708,0.0000520203],"domain_scores_gemma":[0.9978426,0.0005357545,0.001139439,0.00009060495,0.0002458695,0.0001457386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004437226,0.0000417347,0.9768196,0.0001237814,0.0001013458,0.000208871,0.0002029556,0.00009232953,0.002751962,0.0001574515,0.0003494182,0.01870679],"study_design_scores_gemma":[0.000008738678,0.0002378683,0.9955899,0.00008616735,0.00008452716,0.00113856,0.0001749836,0.0002090101,0.00119655,0.0002972599,0.0009674621,0.000008977584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986358,0.009403324,0.000684888,0.0004311004,0.00005237378,0.00002010755,0.00111195,0.00001297294,0.001925366],"genre_scores_gemma":[0.995286,0.002686963,0.0006536725,0.00009852686,0.00004844769,0.0000225906,0.0004247217,0.000004135851,0.0007750452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863514,"threshold_uncertainty_score":0.006150603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216197203293248,"score_gpt":0.2816548667394035,"score_spread":0.2594928947064711,"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."}}