{"id":"W4410271945","doi":"10.1164/ajrccm.2025.211.abstracts.a3714","title":"Delay from the Onset of Hypotension to Appropriate Antifungal Therapy Initiation is the Critical Determinant of Outcome in Candida-associated Septic Shock","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Antifungal; Shock (circulatory); Intensive care medicine; Internal medicine; Sepsis; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007919547,0.0002332192,0.0001682496,0.0004166929,0.0002604982,0.0006400784,0.0002753631,0.0003008208,0.001497015],"category_scores_gemma":[0.00394865,0.000145118,0.000316183,0.0005342728,0.0002570302,0.0002951062,0.0003825083,0.0006792448,0.0001491592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060206,"about_ca_system_score_gemma":0.0007784609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410755,"about_ca_topic_score_gemma":0.007146696,"domain_scores_codex":[0.9995582,0.0001191438,0.00007044159,0.0000834015,0.00009394385,0.00007494816],"domain_scores_gemma":[0.9956392,0.0009538434,0.002357878,0.0001473498,0.0003789193,0.0005227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001078888,0.00001575937,0.9986273,0.000008751116,0.00001808088,0.00004345024,0.00001538643,0.0000396457,0.0001240364,0.000008006601,0.00003969522,0.0009520832],"study_design_scores_gemma":[0.000003391166,0.00009657978,0.9989676,0.00001446684,0.00002525715,0.0002284791,0.00009395186,0.0003481489,0.0001249629,0.00002090882,0.00007327732,0.000002990409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989551,0.0004580122,0.0001231275,0.00009809123,0.000008209624,0.000005167322,0.000124517,0.00000231463,0.0002252524],"genre_scores_gemma":[0.9996585,0.000124432,0.00007292706,0.0000129823,0.00001181438,0.000001658381,0.00008007821,7.01348e-7,0.00003688355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006410755,"threshold_uncertainty_score":0.01274687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808181326679787,"score_gpt":0.3549543758492232,"score_spread":0.3268725625824254,"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."}}