{"id":"W2968068787","doi":"10.1161/hypertensionaha.119.12739","title":"Randomized Interventional Study on Prediction of Preeclampsia/Eclampsia in Women With Suspected Preeclampsia","year":2019,"lang":"en","type":"article","venue":"Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Preeclampsia; Medicine; Placental growth factor; Eclampsia; Pregnancy; Obstetrics; Randomized controlled trial; Prospective cohort study; Clinical trial; Internal medicine","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":[0.0008554193,0.0003402182,0.001379911,0.0003764698,0.0000593467,0.00001211688,0.0001321562,0.0001547035,0.000181292],"category_scores_gemma":[0.0001873147,0.0002350349,0.0001823789,0.0004704526,0.0001637818,0.0001522368,0.00009073451,0.0004085487,0.00004421351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556331,"about_ca_system_score_gemma":0.00009002498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005429627,"about_ca_topic_score_gemma":0.00002727296,"domain_scores_codex":[0.9971508,0.000392294,0.0007579253,0.0005925976,0.000704782,0.0004016261],"domain_scores_gemma":[0.9984375,0.0003407786,0.0002524156,0.0006468981,0.0002170339,0.0001053523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4820809,0.00846944,0.4902281,0.0005786249,0.001414841,0.0001776926,0.007751794,0.0001361899,0.006711056,0.0007901134,0.0004782864,0.001182982],"study_design_scores_gemma":[0.2596752,0.007111008,0.7260652,0.002301079,0.0002319939,0.00009622321,0.002509921,0.000658154,0.000674921,0.0003404492,0.0001050163,0.0002307861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883956,0.000436999,0.00004332689,0.0001871365,0.0002283144,0.003709796,0.00001245327,0.0001161468,0.006870274],"genre_scores_gemma":[0.9985459,0.00005497944,0.0001999953,0.0001262607,0.0000557953,0.0003341972,0.00003312592,0.00004273983,0.0006070117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358372,"threshold_uncertainty_score":0.9584445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578615825916991,"score_gpt":0.2516476196960239,"score_spread":0.225861461436854,"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."}}