{"id":"W4402789912","doi":"10.1055/a-2419-9089","title":"Adverse Pregnancy Outcomes and Chronic Hypertension in the Era of Prevention: A Contemporary, Retrospective Cohort Study Using Data from the National Inpatient Sample Database","year":2024,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Preeclampsia; Retrospective cohort study; Odds ratio; Chronic hypertension; Pregnancy; Obstetrics; Cohort study; Gestational hypertension; Population; Cohort; Logistic regression; Pediatrics; Internal medicine","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":[0.001448342,0.0002621028,0.0004721316,0.00140165,0.0006170568,0.0009334623,0.0005750114,0.0003916202,0.0007249321],"category_scores_gemma":[0.004263648,0.0005809042,0.0005907847,0.003110246,0.0002725639,0.0007709633,0.0008972474,0.0008585341,0.0001227228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704186,"about_ca_system_score_gemma":0.001011188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953332,"about_ca_topic_score_gemma":0.02075215,"domain_scores_codex":[0.9984564,0.0003668993,0.0002830717,0.0003695666,0.000323022,0.0002011334],"domain_scores_gemma":[0.9968421,0.0004193601,0.001780317,0.0003628375,0.0002980343,0.0002972566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003551452,0.00002301626,0.9993939,0.000008137991,0.00006434719,0.00003008974,0.00004002746,0.00001507544,0.00003798534,0.00001322366,0.00006887723,0.0002697496],"study_design_scores_gemma":[0.000009761693,0.00004519899,0.9991363,0.00001200826,0.00005209944,0.0001680723,0.0001688384,0.0002417235,0.00002586551,0.00001123845,0.0001252931,0.000003595314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974458,0.0002758291,0.0001690344,0.00005027913,0.000007611543,0.00003542207,0.001806206,0.000003365769,0.0002063992],"genre_scores_gemma":[0.9976993,0.0002895806,0.0002399217,0.000050999,0.00001738694,0.00005209228,0.001585631,0.000002840823,0.00006229375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953332,"threshold_uncertainty_score":0.03883928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08120713486611202,"score_gpt":0.3584264928591058,"score_spread":0.2772193579929938,"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."}}