{"id":"W4389488836","doi":"10.1016/j.healun.2023.10.007","title":"Consensus statements from the International Society for Heart and Lung Transplantation consensus conference: Heart failure–related cardiogenic shock","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Baylor University Medical Center; Barts Charity; Sorbonne Université; University of Minnesota; University of South Carolina; Rigshospitalet; Baylor University; Universidad Nacional de Rosario; Tufts Medical Center; York University; Università degli Studi di Torino; University of Toronto; Cleveland Clinic; Brown University; Massachusetts General Hospital","keywords":"Cardiogenic shock; Medicine; Heart failure; Intensive care medicine; Myocardial infarction; Consensus conference; Heart transplantation; Medical emergency; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1243571,0.001553513,0.004073798,0.005243155,0.003656277,0.006492962,0.007137921,0.01674516,0.004808874],"category_scores_gemma":[0.2253056,0.001234516,0.007804127,0.003578252,0.002721525,0.003728384,0.00600404,0.02248429,0.002618224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007418107,"about_ca_system_score_gemma":0.03842536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590822,"about_ca_topic_score_gemma":0.008599971,"domain_scores_codex":[0.901183,0.04324277,0.0261804,0.003857001,0.02235156,0.003185276],"domain_scores_gemma":[0.7354625,0.09878572,0.01998991,0.004613775,0.1280381,0.01310996],"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":[0.0005993994,0.0002479628,0.002827547,0.02013365,0.00143585,0.0005200354,0.001723588,0.0009902865,0.001028846,0.01019949,0.7988687,0.1614247],"study_design_scores_gemma":[0.001031945,0.0002259139,0.007518811,0.06546859,0.002024502,0.0008401218,0.002362543,0.001059463,0.001218274,0.01865742,0.899236,0.0003564512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003368179,0.08478877,0.01489419,0.7776265,0.09294629,0.003886378,0.003225427,0.0002346187,0.01902968],"genre_scores_gemma":[0.1034125,0.1717804,0.1269134,0.4798974,0.06145984,0.01736685,0.0149486,0.0005034595,0.02371766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1243571,"threshold_uncertainty_score":0.6576712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954201770702843,"score_gpt":0.2744458983628374,"score_spread":0.254903880655809,"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."}}