{"id":"W2973592823","doi":"10.1161/hypertensionaha.119.13360","title":"Predictive Performance of PlGF (Placental Growth Factor) for Screening Preeclampsia in Asymptomatic Women","year":2019,"lang":"en","type":"review","venue":"Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Placental growth factor; Preeclampsia; Medicine; Odds ratio; Asymptomatic; Gestation; Likelihood ratios in diagnostic testing; Internal medicine; Predictive value of tests; Pregnancy; Obstetrics; Confidence interval; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002687713,0.000487366,0.002906622,0.0003267548,0.00008238624,0.000009658791,0.0001781013,0.0004092518,0.00001999316],"category_scores_gemma":[0.0001941724,0.0003570739,0.0004189499,0.0002841523,0.0001019712,0.0001351778,0.0001506924,0.0004248251,0.00001766575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214634,"about_ca_system_score_gemma":0.0002564419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008495473,"about_ca_topic_score_gemma":0.000001556952,"domain_scores_codex":[0.9977509,0.00009911045,0.0008026421,0.0005061512,0.000350817,0.000490385],"domain_scores_gemma":[0.9984599,0.0004509802,0.0004199713,0.000437512,0.0001350852,0.0000965795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000936412,0.0003760879,0.007617849,0.2209083,0.001149677,0.00002443293,0.002140171,0.000004158266,0.00002732117,0.00001798397,0.0004836161,0.766314],"study_design_scores_gemma":[0.01154825,0.006865184,0.0259061,0.6013142,0.005279614,0.0007918911,0.0007356625,0.005912961,0.0001566678,0.00005040982,0.3394074,0.002031724],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01694867,0.9783315,0.00004672488,0.00001114514,0.0002624459,0.00344564,0.0001539677,0.00006140304,0.0007384812],"genre_scores_gemma":[0.0422165,0.9561381,0.0006380264,0.00004878976,0.00009674364,0.0004156345,0.0001443111,0.00007691907,0.0002249536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7642823,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07642927129847993,"score_gpt":0.3046159833145719,"score_spread":0.228186712016092,"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."}}