{"id":"W3009080961","doi":"10.1053/j.jvca.2020.02.053","title":"Eisenmenger Syndrome in Pregnancy: A Management Conundrum","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Eisenmenger syndrome; Pregnancy; Cardiology; Ductus arteriosus; Vascular resistance; Pulmonary hypertension; Internal medicine; Peripartum cardiomyopathy; Heart failure; Hemodynamics; Cardiomyopathy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006104331,0.0002280596,0.001068629,0.0002062144,0.0000328188,0.00003627547,0.0001400901,0.0001240569,0.00002624131],"category_scores_gemma":[0.00004619278,0.0001949579,0.0008726606,0.0003408904,0.00006593896,0.0001739473,0.00004883391,0.0003809271,0.00001374093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006689296,"about_ca_system_score_gemma":0.00005707057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001156437,"about_ca_topic_score_gemma":1.242024e-7,"domain_scores_codex":[0.9979714,0.0001809741,0.0005752611,0.0002759268,0.0007243784,0.0002720345],"domain_scores_gemma":[0.9990408,0.00002710435,0.0001569829,0.0003465512,0.0001082738,0.0003202748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001662717,0.0006989375,0.1711206,0.008143509,0.0150442,0.5071847,0.007089588,0.0009802126,0.0005657774,0.002293683,0.001393161,0.2838229],"study_design_scores_gemma":[0.01629607,0.002278957,0.5566993,0.01144852,0.006876909,0.2337838,0.001905343,0.0004089725,0.0005911503,0.0003450975,0.1681497,0.001216145],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8407797,0.145969,0.004647413,0.004317212,0.0001419451,0.001056182,9.333102e-7,0.00005243823,0.003035153],"genre_scores_gemma":[0.9885522,0.007382912,0.003326773,0.0004370757,0.0001447672,0.000009438559,0.000001335199,0.00004484897,0.0001006117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855787,"threshold_uncertainty_score":0.7950153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154690414115649,"score_gpt":0.2619410663665772,"score_spread":0.2464720249550122,"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."}}