{"id":"W4386594184","doi":"10.1016/j.placenta.2023.07.106","title":"A unique placental inflammatory profile in postpartum preeclampsia suggests an immune-driven pathology with prenatal initiation.","year":2023,"lang":"en","type":"article","venue":"Placenta","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Preeclampsia; Immune system; Medicine; Obstetrics; Placenta; Fetus; Pregnancy; Immunology; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576457,0.0002748949,0.0004091949,0.000277403,0.0001187728,0.0000206893,0.0001733142,0.0001789399,0.00008501584],"category_scores_gemma":[0.000088363,0.0002373972,0.00005863163,0.0004414857,0.0001689052,0.0003403334,0.0001742857,0.0004284062,0.0001430727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281141,"about_ca_system_score_gemma":0.0002235277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003818371,"about_ca_topic_score_gemma":0.0006871577,"domain_scores_codex":[0.9981385,0.0002157922,0.0003719662,0.0004657374,0.0002923786,0.0005155831],"domain_scores_gemma":[0.9990861,0.0001309333,0.0001203717,0.0004550604,0.00006161913,0.0001459441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925813,0.0003143011,0.9865875,0.0004062465,0.0001021648,0.001639353,0.00444714,0.00007464343,0.002538154,0.0006334584,0.0007958655,0.000535343],"study_design_scores_gemma":[0.004889998,0.0008598016,0.9820371,0.001121093,0.0000650401,0.0004889828,0.00193463,0.001206666,0.006545599,0.00008686608,0.0003867691,0.0003775164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930629,0.0004012193,0.00001149149,0.0005419856,0.0001553301,0.001244505,0.00008801231,0.000379506,0.004115026],"genre_scores_gemma":[0.9974917,0.0002283438,0.0004245263,0.0001538488,0.00007870195,0.0003437189,0.0007424047,0.00004929294,0.0004875188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004550478,"threshold_uncertainty_score":0.9680778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639396568429763,"score_gpt":0.2650377973809063,"score_spread":0.2486438316966086,"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."}}