{"id":"W4319166058","doi":"10.1002/pd.6327","title":"Comparison of circulating maternal placenta growth factor levels and sonographic evaluation of patients with abnormal first trimester screening analytes","year":2023,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Sinai Health System; Hamilton Health Sciences","funders":"","keywords":"Medicine; Placental growth factor; Obstetrics; Preeclampsia; Intrauterine growth restriction; Pregnancy; Small for gestational age; Gestational age; Fetus; Gestation; Gynecology; Internal medicine; Vascular endothelial growth factor","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":[],"consensus_categories":[],"category_scores_codex":[0.0002365836,0.000135961,0.000375715,0.0002062651,0.0000827382,0.00001098058,0.00005961454,0.00004959468,0.00004038196],"category_scores_gemma":[0.0001694565,0.0001071892,0.00006276263,0.0003149218,0.00007707475,0.0001822648,0.00009015974,0.00008804144,0.000001005202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666013,"about_ca_system_score_gemma":0.00002020428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186367,"about_ca_topic_score_gemma":0.00004307509,"domain_scores_codex":[0.998697,0.00005979267,0.0003379334,0.0001939507,0.0005362307,0.000175051],"domain_scores_gemma":[0.9991012,0.0002783081,0.0002204131,0.0001262554,0.0002202974,0.00005356237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001394814,0.0001009793,0.9908936,0.0005658697,0.0002603866,0.00000151739,0.00134445,0.00007930612,0.00001507522,0.000004498152,0.00003068149,0.006564134],"study_design_scores_gemma":[0.002508347,0.0002491022,0.9817463,0.001537246,0.0003546554,0.000001209678,0.0001563417,0.003027138,0.01029421,0.00001981745,0.000002792157,0.0001028225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982924,0.0008200282,0.00005438376,0.00006623484,0.00003146382,0.0004548432,0.0001681985,0.00003108011,0.00008139998],"genre_scores_gemma":[0.9994873,0.0000628253,0.000266028,0.000008235907,0.00001476677,0.00006821495,0.00007652305,0.00001287458,0.000003193871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027914,"threshold_uncertainty_score":0.4371047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801660437722366,"score_gpt":0.3296280675475311,"score_spread":0.2494620237752945,"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."}}