{"id":"W4386467255","doi":"10.1161/hypertensionaha.123.21568","title":"Maternal First-Trimester Alpha-Fetoprotein and Placenta-Mediated Pregnancy Complications","year":2023,"lang":"en","type":"article","venue":"Hypertension","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; HIV Legal Network; McMaster University; Ontario Stroke Network; North York General Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Placenta; Obstetrics; Medicine; Alpha (finance); First trimester; Alpha-fetoprotein; Gestation; Fetus; Internal medicine; Biology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006571675,0.0002853897,0.0002253564,0.0006756471,0.0002600334,0.0004887755,0.000442892,0.0003068062,0.00134107],"category_scores_gemma":[0.003613367,0.0001959762,0.0004530821,0.001076569,0.0004740411,0.0001492441,0.000330278,0.00043388,0.00008382081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023215,"about_ca_system_score_gemma":0.002043717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1981961,"about_ca_topic_score_gemma":0.1746249,"domain_scores_codex":[0.9995096,0.0000932551,0.0000352562,0.0000937314,0.0001665329,0.0001015807],"domain_scores_gemma":[0.9971406,0.0005650868,0.001573476,0.0001368013,0.000271982,0.0003120014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004936816,0.000002327032,0.9989826,0.00001206377,0.00004807123,0.00005544522,0.00001235864,0.00003095863,0.00004803338,0.000009999884,0.00003406512,0.0007146633],"study_design_scores_gemma":[0.000003669963,0.00001993564,0.9993104,0.00001283057,0.00004547553,0.0003002364,0.00001760791,0.0001183909,0.00004234466,0.00001669728,0.0001109703,0.000001344558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955012,0.002653785,0.0001378871,0.0001951741,0.00000818205,0.00001018902,0.000654644,0.000008845464,0.0008301457],"genre_scores_gemma":[0.9990234,0.0005842245,0.00007576721,0.00001403308,0.000006082573,0.000003073545,0.0001949508,9.128659e-7,0.00009755598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981961,"threshold_uncertainty_score":0.394085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892710682791418,"score_gpt":0.2606059258581363,"score_spread":0.2216788190302221,"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."}}