{"id":"W4322490845","doi":"10.1016/j.jacc.2023.01.010","title":"VA-ECMO When All Seems Lost","year":2023,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Sinai Health System; University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Mitral regurgitation; Internal medicine; Mitral valve prolapse; Cohort; Tricuspid valve; Mitral valve","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":[0.002082939,0.0007879955,0.0011946,0.000664315,0.004546351,0.004930868,0.0009394927,0.04366864,0.01148319],"category_scores_gemma":[0.01242608,0.0004482774,0.001546476,0.0005018708,0.0024562,0.003186007,0.001623017,0.03216404,0.006596933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198086,"about_ca_system_score_gemma":0.003484595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004548354,"about_ca_topic_score_gemma":0.01026577,"domain_scores_codex":[0.9980008,0.0004443918,0.0002429416,0.0002345974,0.0006172506,0.0004600971],"domain_scores_gemma":[0.9967731,0.001089889,0.0002196849,0.0001189561,0.0004133964,0.001384954],"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":[0.0001209371,0.00009353495,0.001962108,0.00005113439,0.00003313154,0.01104951,0.0001613123,0.000151638,0.0003134199,0.005601721,0.967566,0.01289556],"study_design_scores_gemma":[0.0002018483,0.0001393808,0.002795078,0.0004425237,0.00004940933,0.008775136,0.0006941663,0.0008979604,0.0002357052,0.01967729,0.9660161,0.00007540816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007837606,0.001021217,0.0001616965,0.9625149,0.02417939,0.00001532044,0.00004659364,0.0000359872,0.01124105],"genre_scores_gemma":[0.007831028,0.001178514,0.000341238,0.9089253,0.06052165,0.00002907319,0.00004561562,0.00002956797,0.02109795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04366864,"threshold_uncertainty_score":0.03841513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086342463386023,"score_gpt":0.3184276120211241,"score_spread":0.2975641873872639,"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."}}