{"id":"W2076174937","doi":"10.1016/j.preghy.2013.03.001","title":"An assessment of predictive value of the biophysical profile in women with preeclampsia using data from the fullPIERS database","year":2013,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Medicine; Preeclampsia; Obstetrics; Prospective cohort study; Cardiotocography; Cohort; Biophysical profile; Pregnancy; Fetus; Odds ratio; Cohort study; Eclampsia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529645,0.0004075858,0.000786407,0.002714719,0.0002723506,0.0013226,0.000754521,0.0005904278,0.001278032],"category_scores_gemma":[0.01534288,0.0002559137,0.0006750507,0.002652377,0.0002195879,0.001083957,0.001088198,0.0008020495,0.000316468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377163,"about_ca_system_score_gemma":0.0007078686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005952138,"about_ca_topic_score_gemma":0.004807295,"domain_scores_codex":[0.9983684,0.000508191,0.0002634655,0.0003599228,0.0003409234,0.0001590345],"domain_scores_gemma":[0.9918928,0.004730539,0.001442646,0.0007184445,0.0007192709,0.0004962969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003348639,0.0000240194,0.9956715,0.00001996819,0.0001186436,0.00007516675,0.00004402853,0.0001829419,0.0001044117,0.00004904585,0.000359654,0.003015759],"study_design_scores_gemma":[0.00004162129,0.00008033976,0.9937987,0.0000375063,0.0001775384,0.0003933172,0.0002817061,0.003813256,0.0002333911,0.0001767695,0.0009544487,0.00001146154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879767,0.0007005425,0.0003836643,0.0003303431,0.00002251296,0.00002426107,0.009648219,0.0000236503,0.0008899781],"genre_scores_gemma":[0.989597,0.0003168175,0.0004564552,0.00006269849,0.00003758551,0.00002190007,0.009393623,0.000007578458,0.0001062884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005952138,"threshold_uncertainty_score":0.0133782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621537398768177,"score_gpt":0.2966816941329907,"score_spread":0.2604663201453089,"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."}}