{"id":"W4411134846","doi":"10.3390/biom15060840","title":"The Utility of Maternal Blood S100B in Women with Suspected or Established Preeclampsia—A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Biomolecules","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preeclampsia; Obstetrics; Medicine; Eclampsia; Pregnancy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009015891,0.0005562879,0.004335584,0.0001952083,0.0000902042,0.00003610067,0.0005381305,0.0002067071,0.00005866379],"category_scores_gemma":[0.001115382,0.0002480985,0.0002957028,0.001168177,0.0003256222,0.00004357617,0.0002053558,0.0003496556,0.000006098534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009188057,"about_ca_system_score_gemma":0.0008734812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000467701,"about_ca_topic_score_gemma":0.0001344326,"domain_scores_codex":[0.9963585,0.0007199991,0.001508322,0.0004887843,0.0004514145,0.0004730359],"domain_scores_gemma":[0.9969717,0.0008112754,0.000765637,0.001206836,0.0001566752,0.00008790073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00016666,0.0001206744,0.00003851759,0.9763971,0.001202011,0.0001892479,0.00007184075,1.344917e-9,4.279919e-7,0.00007777245,0.0002573766,0.02147835],"study_design_scores_gemma":[0.000598377,0.0002308552,0.0001681102,0.9751176,0.00578869,0.0002250943,0.00006904086,4.649174e-7,0.00001229833,0.00002409301,0.01752999,0.0002353625],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002375766,0.9918444,0.00001043826,0.00009304834,0.00007159739,0.005414731,0.00007234108,0.00005628914,0.002413408],"genre_scores_gemma":[0.0002317059,0.9967391,0.0001043049,0.00007200739,0.00002091151,0.001718891,0.00002671448,0.00003485663,0.001051504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02124299,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263862488642225,"score_gpt":0.307194422791444,"score_spread":0.2845557979050217,"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."}}