{"id":"W4407348576","doi":"10.1002/ehf2.15217","title":"Heart Failure Decompensation with Cardiogenic Shock Exhibits Distinct Sequential Inflammatory Profiles","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Sinai Health System; University Health Network; Toronto General Hospital; University of Toronto; Ted Rogers Centre for Heart Research; Mount Sinai Hospital","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research","keywords":"Medicine; Cardiogenic shock; Decompensation; Heart failure; Acute decompensated heart failure; Coronary care unit; Myocardial infarction; Internal medicine; Cardiology; Ejection fraction; Interleukin 6; Cytokine; Gastroenterology","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":[0.000370266,0.0002841934,0.0003981518,0.0005567317,0.0003065878,0.0005308302,0.0001486094,0.0002704658,0.001038247],"category_scores_gemma":[0.001175421,0.0001089058,0.000232782,0.0004708832,0.0002966481,0.0002913751,0.0004373421,0.0003166747,0.0001591955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993254,"about_ca_system_score_gemma":0.0002454228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004212447,"about_ca_topic_score_gemma":0.000602111,"domain_scores_codex":[0.9996464,0.00006822081,0.00006001639,0.00007326482,0.00007505949,0.00007690913],"domain_scores_gemma":[0.9990385,0.0001439548,0.0005406895,0.00003504774,0.00007855344,0.0001632741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005675463,0.00008209592,0.9906778,0.00002690375,0.00003948912,0.0005150593,0.0001147443,0.00004677452,0.004708612,0.00003198817,0.00004425534,0.003144748],"study_design_scores_gemma":[0.000009722705,0.0003262636,0.9982007,0.000007124574,0.00001095992,0.0008857578,0.0001182585,0.00008471019,0.0002657561,0.00002481549,0.00006365263,0.00000228791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994517,0.0001860483,0.00009183893,0.00001551151,0.000003247411,0.0000105815,0.00004774639,0.000002103016,0.0001912442],"genre_scores_gemma":[0.9994517,0.00009406005,0.0001146698,0.00002692559,0.0000209154,0.00001039261,0.0002246715,7.748785e-7,0.00005590696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001038247,"threshold_uncertainty_score":0.003473282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007227418971650241,"score_gpt":0.2172601367114289,"score_spread":0.2100327177397787,"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."}}