{"id":"W4406126908","doi":"10.1111/1471-0528.18056","title":"Postpartum Pre‐Eclampsia: Novel Insights Into a Complex Clinical Entity","year":2025,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Fetal Medicine Foundation","keywords":"Medicine; Eclampsia; Obstetrics; Placental abruption; Pregnancy; Preeclampsia; Caesarean section; Gynecology; Population; Disease; Internal medicine; Fetus","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":[0.003040971,0.0005798463,0.001599365,0.003400778,0.0007623786,0.004294314,0.001167875,0.003370122,0.002280775],"category_scores_gemma":[0.01258883,0.0004511521,0.0005561244,0.003256603,0.002843713,0.006100401,0.002390137,0.00470915,0.0005000598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104648,"about_ca_system_score_gemma":0.001693334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000781,"about_ca_topic_score_gemma":0.002376752,"domain_scores_codex":[0.998625,0.0004369283,0.0002903849,0.0002049741,0.0002803871,0.0001624119],"domain_scores_gemma":[0.9891533,0.008067871,0.001230507,0.0003021018,0.0006981082,0.0005482128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006775067,0.0002155634,0.1171241,0.004893811,0.0004893155,0.01533276,0.004327501,0.0006896298,0.001526337,0.05770011,0.2573571,0.5396661],"study_design_scores_gemma":[0.0001679715,0.0004260849,0.09690703,0.009477618,0.0006055309,0.06098837,0.006500319,0.003215458,0.0002915905,0.1035904,0.7175599,0.0002697117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0219299,0.6584679,0.004559608,0.2909218,0.01697875,0.00006133453,0.0003830195,0.00009813846,0.006599528],"genre_scores_gemma":[0.2020988,0.5343218,0.008377318,0.07744677,0.1751627,0.0001211496,0.0007822133,0.00009274725,0.001596434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004294314,"threshold_uncertainty_score":0.01608235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294601060043101,"score_gpt":0.3813172108500294,"score_spread":0.3283712002495984,"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."}}