{"id":"W4406182089","doi":"10.1161/circheartfailure.124.012109","title":"Early Evolution of SCAI Shock Stage and In-Hospital Mortality in the Cardiovascular Intensive Care Unit Population: From the Critical Care Cardiology Trials Network (CCCTN)","year":2025,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Alberta; McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Emergency medicine; Stage (stratigraphy); Population; Intensive care; Shock (circulatory); Internal medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007218484,0.0003454574,0.001620889,0.0001503747,0.0001323064,0.00004680034,0.0001319415,0.0008313229,0.00002547783],"category_scores_gemma":[0.001321221,0.0002311042,0.0007129086,0.0004296788,0.0001634475,0.0000792252,0.00006108193,0.001037627,0.000002687365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000386357,"about_ca_system_score_gemma":0.0001881932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008733911,"about_ca_topic_score_gemma":0.0008152896,"domain_scores_codex":[0.995726,0.001871215,0.0008483048,0.0006264136,0.0005998202,0.0003282363],"domain_scores_gemma":[0.9961759,0.001831087,0.0001597312,0.0009614564,0.0008306892,0.00004112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002755825,0.00001717218,0.9708637,0.000288554,0.0006083949,0.0001382366,0.001889084,0.001712207,8.497533e-7,0.0001135441,0.02420025,0.0001404246],"study_design_scores_gemma":[0.00119796,0.0001009492,0.9513612,0.0006294679,0.001551926,0.00001085186,0.006710751,0.00003258362,0.000001313538,0.0002050346,0.03802185,0.0001761516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780074,0.03058197,0.00005445927,0.1855221,0.0006319186,0.002658887,0.0004015183,0.00002372924,0.00005136371],"genre_scores_gemma":[0.9781082,0.00005726781,0.00005874975,0.01743083,0.002000105,0.0002258914,0.002089317,0.00002536362,0.000004223475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980342,"threshold_uncertainty_score":0.997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845521861804822,"score_gpt":0.3508097236481563,"score_spread":0.2662575374676741,"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."}}