{"id":"W2033398258","doi":"10.14740/jmc.v6i5.2110","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Ejection fraction; Heart failure; Circulatory system; Cardiology; Cardiomyopathy; Ventricular assist device; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003443166,0.0001474953,0.0008027412,0.0001316376,0.00003108515,0.00001718396,0.0002280981,0.0002415433,0.0003008655],"category_scores_gemma":[0.008637909,0.0001112913,0.0009450465,0.0001140217,0.0001185017,0.00009757487,0.00007895377,0.0004528058,0.00001940945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634609,"about_ca_system_score_gemma":0.001386061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003345204,"about_ca_topic_score_gemma":0.00000109589,"domain_scores_codex":[0.9961855,0.0001039597,0.0006587481,0.000169179,0.002606065,0.0002765877],"domain_scores_gemma":[0.9973885,0.000230659,0.0001787765,0.0003379668,0.0006321047,0.001231951],"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":[0.004110856,0.001929947,0.009541081,0.001463802,0.004606169,0.2114042,0.001881823,0.0000424194,0.001069684,0.004492476,0.6222923,0.1371652],"study_design_scores_gemma":[0.01143409,0.003489019,0.0008623765,0.000924651,0.001576223,0.2936389,0.0009844638,0.0002243156,0.001525272,0.0006060938,0.6844677,0.0002668157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717318,0.05156847,0.0413175,0.01467731,0.01338922,0.001391933,0.00003977151,0.0001495826,0.005734368],"genre_scores_gemma":[0.9934182,0.0002479274,0.001989307,0.0009029976,0.00319197,0.0000114061,0.000006320979,0.00003568838,0.000196144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368983,"threshold_uncertainty_score":0.9997128,"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."}}