{"id":"W2972764095","doi":"10.1097/aog.0000000000003363","title":"Pregnancy and the Postpartum Period as an Opportunity for Cardiovascular Risk Identification and Management","year":2019,"lang":"en","type":"review","venue":"Obstetrics and Gynecology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Gestational diabetes; Preeclampsia; Obstetrics; Placental abruption; Postpartum period; Disease; Psychological intervention; Fetus; Intensive care medicine; Gestation; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008423618,0.0002388136,0.0003468088,0.0003581024,0.001574767,0.001756891,0.0004360845,0.001138875,0.006095626],"category_scores_gemma":[0.002944991,0.0001760622,0.0003499213,0.0002969996,0.0004230253,0.001059524,0.001721336,0.001794086,0.001063623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570707,"about_ca_system_score_gemma":0.001749257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974068,"about_ca_topic_score_gemma":0.003550314,"domain_scores_codex":[0.9994387,0.0002588413,0.00003293831,0.00004089165,0.0001173926,0.000111363],"domain_scores_gemma":[0.9994277,0.0001493047,0.00009305726,0.00003188284,0.0001015978,0.0001964244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004959886,0.0003737244,0.05139109,0.0009398026,0.0001033467,0.02455731,0.007289737,0.0001391186,0.002073453,0.01914378,0.1605293,0.7329634],"study_design_scores_gemma":[0.000106674,0.0009388079,0.1169071,0.005941365,0.0002407011,0.04635081,0.02162713,0.0004123395,0.001059905,0.02362284,0.7826647,0.0001276438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1660822,0.2635905,0.0108339,0.334193,0.01625628,0.000423509,0.0008499691,0.0006865077,0.2070841],"genre_scores_gemma":[0.7026282,0.2016972,0.01852126,0.03206602,0.008427341,0.0003721277,0.0005913588,0.0001223644,0.0355741],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006095626,"threshold_uncertainty_score":0.02039188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390857734532235,"score_gpt":0.3170054536063595,"score_spread":0.2730968762610372,"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."}}