{"id":"W4324140000","doi":"10.1161/circ.147.suppl_1.p246","title":"Abstract P246: Association Between Life’s Essential 8 Cardiovascular Health Scores During Pregnancy and Vascular Integrity in the Placenta","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Placenta; Obstetrics; Gestation; Prospective cohort study; Fetus; Pathology","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":[0.0006006552,0.0002361716,0.0001846489,0.0004964654,0.0003123685,0.0005578756,0.0005222629,0.0004117566,0.003749905],"category_scores_gemma":[0.002981077,0.0001735706,0.000374689,0.0006455579,0.0002401148,0.0002545908,0.0004489778,0.0007125948,0.0002381878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793081,"about_ca_system_score_gemma":0.0002590229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003350997,"about_ca_topic_score_gemma":0.00303624,"domain_scores_codex":[0.9996678,0.0001032152,0.00003115078,0.00008165494,0.00006699467,0.00004932359],"domain_scores_gemma":[0.9980657,0.0003674667,0.001060445,0.0001223757,0.0001226775,0.0002614075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004551921,0.0000291275,0.9947315,0.0000433224,0.0001000791,0.0001413228,0.0000820369,0.00005519559,0.0008110055,0.00008874102,0.0004769168,0.002985499],"study_design_scores_gemma":[0.00001148394,0.00008164089,0.9988049,0.00001249724,0.00003172402,0.0002620753,0.00005687681,0.0001990363,0.0001579663,0.00009768992,0.0002808343,0.00000314497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953113,0.0004422179,0.000337908,0.0002881397,0.00001760519,0.00002361498,0.002639483,0.00001149682,0.000928371],"genre_scores_gemma":[0.9984171,0.0001081909,0.0003757137,0.00003476471,0.00001472206,0.00003158536,0.0006130844,0.000004479867,0.0004002481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749905,"threshold_uncertainty_score":0.01254469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022631754311309,"score_gpt":0.2937570913800643,"score_spread":0.2635307738369512,"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."}}