{"id":"W4417483651","doi":"10.3389/fendo.2025.1756523","title":"Editorial: Placental dysfunction in pregnancy: endocrine and metabolic mechanisms in preeclampsia, FGR, diabetes, and hypertension","year":2025,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Miscarriage; Endocrine system; Placental insufficiency; Pregnancy; Gestation; Placental growth factor; Hormone; Preeclampsia; Placenta","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005049883,0.005580585,0.00528081,0.003743225,0.002667439,0.006171012,0.005459811,0.01481565,0.01390127],"category_scores_gemma":[0.01630309,0.001694434,0.00397464,0.001523687,0.002952995,0.00439286,0.00157529,0.01805093,0.01025925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990998,"about_ca_system_score_gemma":0.002261926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536334,"about_ca_topic_score_gemma":0.002091673,"domain_scores_codex":[0.9962034,0.0006023835,0.000556651,0.0008241305,0.00144919,0.0003643456],"domain_scores_gemma":[0.9846812,0.006958052,0.001012601,0.000414741,0.004659375,0.002274012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768708,0.00004004745,0.0001260993,0.0005859294,0.00005152596,0.0002779578,0.0000257584,0.00007695254,0.0001426998,0.0003052287,0.9906378,0.007553218],"study_design_scores_gemma":[0.0002682673,0.000205491,0.001643393,0.001122398,0.0002157497,0.001358402,0.0001123347,0.000757246,0.0004553501,0.001837653,0.991941,0.00008265488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000112481,0.004198987,0.0001531869,0.02018057,0.9744566,0.00002601524,0.00009555613,0.00009815018,0.0006784273],"genre_scores_gemma":[0.0004198811,0.002440871,0.00006142121,0.009971121,0.9850455,0.00001492046,0.00003615777,0.00002376007,0.001986374],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01481565,"threshold_uncertainty_score":0.04650438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008258292997380361,"score_gpt":0.2298538613259093,"score_spread":0.2215955683285289,"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."}}