{"id":"W1602374922","doi":"10.1111/j.1471-0528.2012.03311.x","title":"Accuracy of circulating placental growth factor, vascular endothelial growth factor, soluble fms‐like tyrosine kinase 1 and soluble endoglin in the prediction of pre‐eclampsia: a systematic review and meta‐analysis","year":2012,"lang":"en","type":"review","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Placental growth factor; Soluble fms-like tyrosine kinase-1; Eclampsia; Medicine; Preeclampsia; Meta-analysis; Vascular endothelial growth factor; Endoglin; Internal medicine; Andrology; Obstetrics; Gynecology; Pregnancy; VEGF receptors; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01991027,0.00239026,0.02185149,0.006311953,0.0006715623,0.003116644,0.002462299,0.002712416,0.003136883],"category_scores_gemma":[0.0568197,0.001507121,0.03587111,0.007141434,0.0009226534,0.001863717,0.001675957,0.001559164,0.0003293608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267768,"about_ca_system_score_gemma":0.003206471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312921,"about_ca_topic_score_gemma":0.01102665,"domain_scores_codex":[0.9844208,0.007506031,0.004759337,0.001620917,0.001331892,0.0003610209],"domain_scores_gemma":[0.9556657,0.03445901,0.006076613,0.001329874,0.002122422,0.000346412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00257335,0.00002317906,0.007930227,0.3545792,0.62604,0.0001213562,0.00008964443,0.0004185395,0.0002309075,0.00008753101,0.0004899165,0.007416092],"study_design_scores_gemma":[0.0007088538,0.0001820387,0.004355571,0.01483903,0.9787298,0.00007659824,0.00002900678,0.000202795,0.0001081345,0.0001232723,0.0006231715,0.00002177515],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01465611,0.9814818,0.0009679821,0.0002849827,0.0002299867,0.00071876,0.001290024,0.00004392975,0.0003264994],"genre_scores_gemma":[0.4632639,0.522434,0.004651899,0.001226551,0.0004300435,0.004977912,0.002285761,0.00007283151,0.0006570527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02185149,"threshold_uncertainty_score":0.1052969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07571124477763448,"score_gpt":0.3310622098888015,"score_spread":0.2553509651111671,"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."}}