{"id":"W2080472475","doi":"10.1038/bmt.2008.336","title":"Predictors of mortality in patients undergoing autologous hematopoietic cell transplantation admitted to the intensive care unit","year":2008,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"University Health Network","keywords":"Medicine; Intensive care unit; APACHE II; Univariate analysis; Mortality rate; Transplantation; SOFA score; Intensive care; Retrospective cohort study; Sepsis; Hematopoietic stem cell transplantation; Intensive care medicine; Population; Cohort; Mechanical ventilation; Emergency medicine; Internal medicine; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007989836,0.000170479,0.0003028612,0.0001650538,0.00008168898,0.000004676019,0.00005721282,0.00008555,0.00002095746],"category_scores_gemma":[0.00002812472,0.0001304423,0.00009033145,0.0002997711,0.00004581959,0.00006524534,0.000004447272,0.0001072802,0.00001172016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007917829,"about_ca_system_score_gemma":0.0001011774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003111164,"about_ca_topic_score_gemma":0.0009206178,"domain_scores_codex":[0.998682,0.00008745606,0.0004293954,0.0002477758,0.0003449244,0.0002084829],"domain_scores_gemma":[0.999177,0.000138464,0.0001069702,0.0002001217,0.0002930889,0.00008431662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005238468,0.0002341288,0.9776403,0.0005870916,0.00005515735,0.0001579247,0.01999079,0.0003114101,0.0002814781,0.00001518597,0.00004116137,0.0001615246],"study_design_scores_gemma":[0.004060789,0.000580379,0.975948,0.0003178971,0.0004309448,0.00005712804,0.001795915,0.00001762582,0.01666423,0.000007813823,0.000009274306,0.000109996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977173,0.0001697422,0.0001678685,0.0003215428,0.0001309951,0.0009942772,0.0001140846,0.00003684422,0.0003473999],"genre_scores_gemma":[0.9979271,0.000577674,0.0001149312,0.000416718,0.00001609185,0.00007885735,0.000831417,0.00001908669,0.00001809223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819487,"threshold_uncertainty_score":0.5319282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942158320546723,"score_gpt":0.2824870354687233,"score_spread":0.243065452263256,"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."}}