{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003379153,0.0001917057,0.000303789,0.0005271841,0.0004574506,0.0006186374,0.0002303584,0.0003031216,0.00122061],"category_scores_gemma":[0.001776962,0.0001446094,0.0003051871,0.0007013017,0.0002464954,0.000330792,0.0005130541,0.0005571667,0.0001558851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654879,"about_ca_system_score_gemma":0.0004736184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630525,"about_ca_topic_score_gemma":0.002183521,"domain_scores_codex":[0.9996445,0.00006615846,0.0000564582,0.0000539425,0.00007058022,0.000108388],"domain_scores_gemma":[0.9985731,0.0001634675,0.0008345319,0.0000258693,0.00008631155,0.0003166402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008562969,0.0000208752,0.9988973,0.000006969087,0.00001234303,0.0002019364,0.00004116507,0.00002920845,0.00007348272,0.000008890735,0.00006515563,0.0005569568],"study_design_scores_gemma":[0.00001227273,0.0002285814,0.9972003,0.00001715513,0.0000231694,0.001498156,0.0004433501,0.0002109817,0.0001274751,0.00004894556,0.0001835962,0.000006091795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995456,0.0001481794,0.00002068265,0.00003822457,0.000005132078,0.000004100278,0.0001056268,0.00000128205,0.0001311159],"genre_scores_gemma":[0.999643,0.00007835219,0.00002311307,0.00002282217,0.00001072406,0.000003639782,0.0001860191,5.840531e-7,0.00003183043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001630525,"threshold_uncertainty_score":0.004083335,"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."}}