{"id":"W4243286416","doi":"10.1111/1471-0528.15845","title":"Insights from outside BJOG","year":2019,"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":"","keywords":"Medicine; Eclampsia; Placental growth factor; Pregnancy; Obstetrics; Significant difference; Advanced maternal age; Pediatrics; Fetus; Intensive care medicine; Internal medicine","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":[0.003303353,0.0005141684,0.0007957777,0.002042432,0.001600974,0.00861418,0.001342005,0.006631937,0.1466195],"category_scores_gemma":[0.01854091,0.0003890831,0.0006578984,0.002366409,0.001480662,0.003130632,0.003913912,0.00590418,0.05449278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003355054,"about_ca_system_score_gemma":0.009678142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256009,"about_ca_topic_score_gemma":0.009433121,"domain_scores_codex":[0.995757,0.001106978,0.0003279541,0.0004683335,0.001387112,0.0009524509],"domain_scores_gemma":[0.9820307,0.002547754,0.001028737,0.0007515995,0.004224811,0.009416297],"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":[0.00006319581,0.00005423296,0.00144056,0.000645172,0.00002414838,0.0003575967,0.0002399829,0.00003255326,0.0001684455,0.004686742,0.8953784,0.09690902],"study_design_scores_gemma":[0.00001221722,0.0000147065,0.001222348,0.0009048997,0.000007481969,0.0004180312,0.0002978987,0.00001357558,0.00003298776,0.001126211,0.9959402,0.000009404255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003450517,0.1131393,0.001013091,0.5309542,0.09815609,0.0001012763,0.002549203,0.0005159319,0.2501204],"genre_scores_gemma":[0.05877005,0.2059533,0.003557953,0.3843979,0.09252081,0.0003201549,0.003900143,0.001356485,0.2492233],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1466195,"threshold_uncertainty_score":0.4904912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226136117631635,"score_gpt":0.2926499746039569,"score_spread":0.2703886134276405,"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."}}