{"id":"W2769314807","doi":"10.1016/j.preghy.2017.11.006","title":"Prediction of adverse maternal outcomes from pre-eclampsia and other hypertensive disorders of pregnancy: A systematic review","year":2017,"lang":"en","type":"review","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pregnancy; Eclampsia; CINAHL; Receiver operating characteristic; Likelihood ratios in diagnostic testing; Adverse effect; MEDLINE; Obstetrics; Intensive care medicine; Internal medicine; Psychiatry; Psychological intervention","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":[0.006401831,0.001307081,0.007276456,0.009699019,0.0004977711,0.001968925,0.002067101,0.001590291,0.003739792],"category_scores_gemma":[0.04415661,0.0009025593,0.006683012,0.01088231,0.0006893103,0.00192063,0.001247112,0.0009575064,0.0002795111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931167,"about_ca_system_score_gemma":0.008663916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009844933,"about_ca_topic_score_gemma":0.02584985,"domain_scores_codex":[0.9940891,0.00184171,0.002401531,0.0004643226,0.001039396,0.0001639143],"domain_scores_gemma":[0.9552312,0.03453728,0.007143349,0.0004150306,0.002364016,0.0003091762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001899049,0.00001325772,0.002558248,0.9643851,0.009343511,0.00009926529,0.0001413116,0.00008613419,0.00005273232,0.00008920684,0.001017338,0.02202409],"study_design_scores_gemma":[0.0002540594,0.000179611,0.01317186,0.8844199,0.09152191,0.0004894644,0.0002279251,0.0001610305,0.0001075691,0.000215422,0.00920949,0.00004186477],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001813786,0.996699,0.0001190317,0.0002169291,0.00006254956,0.0002442577,0.0006383646,0.000008518337,0.0001975878],"genre_scores_gemma":[0.02330024,0.9745739,0.0005875473,0.0003480754,0.00007810938,0.0005322832,0.000472991,0.000004951158,0.0001017415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009844933,"threshold_uncertainty_score":0.03385657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0960422903777451,"score_gpt":0.320088148902461,"score_spread":0.2240458585247159,"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."}}