{"id":"W4403826205","doi":"10.1161/circulationaha.124.069508","title":"Mixed Cardiogenic Shock: A Proposal for Standardized Classification, a Hemodynamic Definition, and Framework for Management","year":2024,"lang":"en","type":"review","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Hemodynamics; Intensive care medicine; Septic shock; Shock (circulatory); Intensive care; Cardiac output; Cardiology; Internal medicine; Sepsis; Myocardial infarction","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":[0.02032853,0.002711325,0.004601973,0.01079299,0.001537826,0.005785337,0.005642738,0.003988747,0.002108156],"category_scores_gemma":[0.0169993,0.0009051473,0.003556132,0.005972231,0.006100987,0.01068137,0.004286169,0.01061837,0.001496997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005749126,"about_ca_system_score_gemma":0.01700032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374375,"about_ca_topic_score_gemma":0.005184819,"domain_scores_codex":[0.9935285,0.002281053,0.002051027,0.0006561716,0.00123375,0.000249455],"domain_scores_gemma":[0.9939499,0.002805962,0.0009289499,0.0002213488,0.001788287,0.0003055557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001741206,0.0001822414,0.002145324,0.03199802,0.0004421466,0.0004086601,0.001633543,0.001642262,0.0006628662,0.2184674,0.1154025,0.6268409],"study_design_scores_gemma":[0.0001436194,0.0003161725,0.002798434,0.07930667,0.0007821593,0.002627372,0.00241134,0.002048924,0.000310806,0.148231,0.7608172,0.0002063981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0008399712,0.8960549,0.03126868,0.06004931,0.007271048,0.000628987,0.0005013311,0.000168833,0.003216978],"genre_scores_gemma":[0.009300009,0.8744078,0.0850262,0.02099057,0.005768395,0.00175676,0.001115146,0.00006756441,0.001567478],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02032853,"threshold_uncertainty_score":0.1075088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06908828050988113,"score_gpt":0.3078686958710813,"score_spread":0.2387804153612001,"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."}}