{"id":"W2769242542","doi":"10.1016/j.preghy.2017.11.005","title":"First-trimester mean arterial blood pressure and the risk of preeclampsia: The Great Obstetrical Syndromes (GOS) study","year":2017,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Fondation Jean-Louis Lévesque; Université Laval","keywords":"Medicine; Preeclampsia; Gestational age; Mean arterial pressure; Blood pressure; Logistic regression; Obstetrics; Prospective cohort study; Gestational hypertension; Receiver operating characteristic; Area under the curve; Cohort; Pregnancy; Internal medicine; Heart rate","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004033185,0.000346102,0.0008768175,0.0000584474,0.001365477,0.00009347963,0.000477382,0.0001607504,0.00002477475],"category_scores_gemma":[0.001371891,0.0001578783,0.000242401,0.000093788,0.0008736041,0.0002027535,0.0006074517,0.0004430705,0.000007149969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005132702,"about_ca_system_score_gemma":0.00003778989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539667,"about_ca_topic_score_gemma":0.00008699423,"domain_scores_codex":[0.9977736,0.0003611425,0.0004665627,0.000524827,0.0005277385,0.00034606],"domain_scores_gemma":[0.9964669,0.0009010135,0.0004213756,0.001935852,0.0001814824,0.0000933792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004407758,0.00250505,0.9424803,0.001098329,0.009153051,0.0007445081,0.02334919,0.00001284445,0.0003961096,0.000689392,0.001594077,0.01356938],"study_design_scores_gemma":[0.02001357,0.000905293,0.9590285,0.002804466,0.01279066,0.0005840691,0.0008108928,0.0003980143,0.0004365542,0.000779048,0.001154494,0.0002944539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631517,0.127171,0.00000998868,0.003185861,0.0007550828,0.00345579,0.00002604167,0.00007745187,0.002167134],"genre_scores_gemma":[0.9942521,0.004429789,0.00009246022,0.00008676312,0.0001535433,0.0001509274,0.00000213717,0.00003285382,0.000799383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311005,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358407095102221,"score_gpt":0.2571639378397813,"score_spread":0.2235798668887591,"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."}}