{"id":"W4409782081","doi":"10.1016/j.healun.2025.02.450","title":"The Role of Granulocyte Expression and Loss of Anti-Inflammatory Cytokines in Cardiogenic Shock","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Cardiogenic shock; Granulocyte; Medicine; Shock (circulatory); Expression (computer science); Immunology; Internal medicine; Myocardial infarction; Computer science","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":[0.0003452303,0.000192536,0.0003012625,0.0003751331,0.000159152,0.0005320992,0.0001844832,0.0003904032,0.0005946729],"category_scores_gemma":[0.0005717973,0.0001158214,0.0001838571,0.0001878884,0.0004202744,0.0002403425,0.0003570724,0.0006613387,0.0001207799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088192,"about_ca_system_score_gemma":0.0002386723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119294,"about_ca_topic_score_gemma":0.0002239816,"domain_scores_codex":[0.999713,0.00009439247,0.00002967863,0.00002543746,0.00006011789,0.00007739841],"domain_scores_gemma":[0.9996469,0.00005584487,0.0001471276,0.00003557463,0.00003794998,0.0000765812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009960847,0.0003316356,0.09108014,0.0002645449,0.0001105012,0.002063064,0.0002838552,0.0003809052,0.8628612,0.0007202526,0.0003441735,0.03159888],"study_design_scores_gemma":[0.0001966095,0.002743908,0.8230497,0.00008541792,0.0002144729,0.004995434,0.0007760027,0.00214883,0.1618121,0.0007412442,0.003218067,0.00001821947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954584,0.003218404,0.0005938344,0.0001282433,0.00002441896,0.00001582173,0.00006418861,0.000009857667,0.0004869103],"genre_scores_gemma":[0.9987007,0.000558984,0.0002855068,0.00007035386,0.0000216028,0.0000147705,0.00005921321,0.000002514032,0.0002864868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005946729,"threshold_uncertainty_score":0.001989365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032349738221807,"score_gpt":0.2803582946571055,"score_spread":0.2700347972748874,"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."}}