{"id":"W2803962224","doi":"10.1186/s13054-018-2023-z","title":"Fungal infections in adult patients on extracorporeal life support","year":2018,"lang":"en","type":"article","venue":"Critical Care","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"Extracorporeal Life Support Organization","keywords":"Medicine; Extracorporeal membrane oxygenation; Intensive care unit; Retrospective cohort study; Sepsis; Internal medicine; Extracorporeal; Aspergillosis; Intensive care medicine; Immunology","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":[0.0000660421,0.0001060616,0.0001835419,0.00006604955,0.00008282775,0.00001250017,0.00004346104,0.0001152103,0.0006716701],"category_scores_gemma":[0.002681911,0.00009183527,0.00007649443,0.0001416255,0.0002833639,0.00006116213,0.00002054692,0.0002495348,0.0003145415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055117,"about_ca_system_score_gemma":0.0001449134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000430787,"about_ca_topic_score_gemma":0.0004388548,"domain_scores_codex":[0.9989285,0.00003454194,0.0002225733,0.0002729301,0.0002650568,0.0002763536],"domain_scores_gemma":[0.9987227,0.0001135502,0.00001214171,0.000245571,0.000641321,0.0002647332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564551,0.000440185,0.9904163,0.000133347,0.000003425816,0.00004571726,0.0003245905,4.743007e-8,0.00004826957,0.003661196,0.00232632,0.002344166],"study_design_scores_gemma":[0.0009377701,0.002073178,0.9945694,0.00008785215,0.00002901335,0.000003623566,0.0007405609,0.000009560134,0.000323892,0.0001799631,0.0009389383,0.0001062737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489044,0.00001788344,0.0000406587,0.0004931574,0.0002749772,0.0001745902,0.00004442192,0.0000444066,0.05000553],"genre_scores_gemma":[0.9975301,0.000002826812,0.00006616255,0.001848732,0.000305448,0.00001370372,0.0000558109,0.00001279632,0.0001644319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04984109,"threshold_uncertainty_score":0.7354317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256523591308206,"score_gpt":0.3372965146108748,"score_spread":0.3147312786977927,"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."}}