{"id":"W4405046519","doi":"10.1182/blood-2024-202081","title":"Outcomes in AML Patients Admitted to the ICU Following Allogeneic Stem Cell Transplantation","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sepsis; Intensive care unit; Transplantation; Internal medicine; Hematopoietic stem cell transplantation; Retrospective cohort study; Mechanical ventilation; Graft-versus-host disease; Surgery","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":[0.00005619655,0.00007420171,0.000110711,0.00008022759,0.0000377754,0.00002079352,0.00004538005,0.00002911714,0.00002390875],"category_scores_gemma":[0.00000247267,0.00004810806,0.0000837622,0.0002377225,0.000003897791,0.00003983143,0.000007365341,0.00009501456,0.00009635924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002489958,"about_ca_system_score_gemma":0.00003992017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004855963,"about_ca_topic_score_gemma":0.0001763434,"domain_scores_codex":[0.9994465,0.00002286218,0.0001319032,0.0001456019,0.0001301389,0.0001230453],"domain_scores_gemma":[0.99978,0.00003493907,0.000009389842,0.0001154147,0.00001209647,0.00004815341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002057746,0.000269579,0.9903173,0.00008092745,0.000076408,0.00008916613,0.001038561,0.00001211889,0.004938721,0.00002199775,0.0001730442,0.002961617],"study_design_scores_gemma":[0.001868897,0.0001866916,0.9759526,0.0001147338,0.0003740598,0.000009397118,0.00008062599,0.000002970792,0.01561822,0.00000600559,0.005704969,0.00008087429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966323,0.0001965019,0.00004240562,0.000766365,0.0004596769,0.0003913459,0.00001392118,0.00005701444,0.001440453],"genre_scores_gemma":[0.9984581,0.00002663379,0.00002445311,0.0005083085,0.00004958374,0.00007746933,0.00001563532,0.00001423207,0.0008255547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436472,"threshold_uncertainty_score":0.196179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235927954013993,"score_gpt":0.2641155883959533,"score_spread":0.2517563088558133,"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."}}