{"id":"W4236542015","doi":"10.14740/jmc2110w","title":"Mechanical Circulatory Support for Peripartum Cardiomyopathy","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Ejection fraction; Heart failure; Circulatory system; Cardiology; Ventricular assist device; Cardiomyopathy; Internal medicine; Postpartum period; Hemodynamics; Pregnancy; Ischemic cardiomyopathy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001810143,0.0002786748,0.0002372731,0.0006529207,0.0008318583,0.0003292836,0.0003186912,0.000817849,0.001667786],"category_scores_gemma":[0.001344327,0.0001184683,0.0002677479,0.0002883468,0.0004530643,0.0002927048,0.0004362674,0.001124186,0.0003599958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089844,"about_ca_system_score_gemma":0.0006427076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005005054,"about_ca_topic_score_gemma":0.0007036609,"domain_scores_codex":[0.9998381,0.00003800013,0.00001605336,0.00001827545,0.00003652283,0.00005298662],"domain_scores_gemma":[0.9996862,0.0001081497,0.0000765269,0.00001515797,0.00001668826,0.00009726795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001149511,0.00007539832,0.04286465,0.0001817534,0.00001886859,0.9040607,0.0003274758,0.00009114049,0.003482158,0.001848919,0.003338292,0.04359576],"study_design_scores_gemma":[0.00001504597,0.0001133733,0.01375513,0.0001903504,0.00001098547,0.9772866,0.0001745632,0.000169452,0.0009819884,0.0006773566,0.006616474,0.000008668154],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7521195,0.1597211,0.0103034,0.01792153,0.001747452,0.0001912201,0.0002903265,0.0003171863,0.05738825],"genre_scores_gemma":[0.9837123,0.01147319,0.001078228,0.00113305,0.0007640473,0.00002424061,0.00007886759,0.00001424231,0.001721855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001667786,"threshold_uncertainty_score":0.005579352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05508230114571926,"score_gpt":0.3380406073967264,"score_spread":0.2829583062510071,"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."}}