{"id":"W4408166053","doi":"10.1016/j.jchf.2024.12.011","title":"Heart Failure Risk Linked to Adverse Pregnancy Outcomes","year":2025,"lang":"en","type":"editorial","venue":"JACC Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Heart failure; Pregnancy; Adverse effect; Internal medicine; Cardiology; Intensive care medicine; Obstetrics","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":[0.009169142,0.004693175,0.006284685,0.004596272,0.003074537,0.007544845,0.004027169,0.02231148,0.01826409],"category_scores_gemma":[0.03609348,0.001978545,0.003967599,0.002667435,0.001799558,0.00312098,0.002179455,0.02336138,0.00798645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336181,"about_ca_system_score_gemma":0.003916341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004818527,"about_ca_topic_score_gemma":0.01162429,"domain_scores_codex":[0.9952956,0.001224404,0.0008005286,0.0004660705,0.001887854,0.0003256363],"domain_scores_gemma":[0.970823,0.01718808,0.002041843,0.0007189762,0.006354189,0.002873877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007463787,0.00001867718,0.0001446889,0.0004931049,0.0001188415,0.0001300662,0.0000137354,0.00002880284,0.00001784233,0.0003025447,0.9931604,0.005496706],"study_design_scores_gemma":[0.001045322,0.0001559798,0.003755354,0.004968011,0.001899339,0.0006207175,0.0001445606,0.0009442682,0.0001307556,0.003691538,0.9825466,0.00009761161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006799801,0.01376124,0.00008333151,0.04807223,0.9360695,0.00002234059,0.000210112,0.00004057475,0.001672672],"genre_scores_gemma":[0.0004479135,0.006029606,0.00006386153,0.01607274,0.9744132,0.00002996917,0.00007109078,0.00001838542,0.002853161],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02231148,"threshold_uncertainty_score":0.06109947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007458271391173099,"score_gpt":0.2872909157291716,"score_spread":0.2798326443379985,"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."}}