{"id":"W2896452076","doi":"10.1159/000487301","title":"First-Trimester Placental Growth Factor for the Prediction of Preeclampsia in Nulliparous Women: The Great Obstetrical Syndromes Cohort Study","year":2018,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centre Hospitalier Universitaire de Québec","keywords":"Medicine; Preeclampsia; Placental growth factor; Hazard ratio; Obstetrics; Gestational age; Prospective cohort study; Confidence interval; Pregnancy; Area under the curve; Gynecology; Receiver operating characteristic; Gestation; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002023877,0.0001919339,0.0003876412,0.0000634138,0.0002528173,0.00002455686,0.0001328125,0.00007659126,0.0000691574],"category_scores_gemma":[0.0001262453,0.00009558012,0.0001038756,0.0002151796,0.0002766977,0.00008569495,0.00005382258,0.0001367663,0.000002339658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004851618,"about_ca_system_score_gemma":0.0000218631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009253113,"about_ca_topic_score_gemma":0.00004394344,"domain_scores_codex":[0.9988399,0.00008151527,0.0002914253,0.0002792897,0.0002455521,0.0002623883],"domain_scores_gemma":[0.9983744,0.00114329,0.00008448884,0.0002763594,0.00006809324,0.0000533911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007016141,0.0007210926,0.9836195,0.00004153672,0.0004595021,0.000004375996,0.007600779,4.60293e-7,0.000009766628,0.00002754696,0.0004311196,0.006382775],"study_design_scores_gemma":[0.003392056,0.003997108,0.9872094,0.0001102522,0.00007940279,0.00001596298,0.001162633,0.00009772978,0.000317068,0.0001372582,0.003388577,0.00009258555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843145,0.01107582,0.00001067845,0.0008087538,0.0003470519,0.003152871,0.00008932008,0.00002525394,0.000175732],"genre_scores_gemma":[0.9895517,0.008169643,0.00001538291,0.0002371354,0.000165689,0.001728967,0.000004114525,0.00001814504,0.0001092899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006438146,"threshold_uncertainty_score":0.3897644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830906850470207,"score_gpt":0.2786275216801276,"score_spread":0.2403184531754256,"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."}}