{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003315864,0.0003279164,0.000510672,0.0005386711,0.0006682236,0.0007781431,0.0003013719,0.0007988943,0.001429785],"category_scores_gemma":[0.003570821,0.0003032234,0.0004713976,0.0006819528,0.0003768737,0.0004050429,0.0004903519,0.001621328,0.0001332753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042984,"about_ca_system_score_gemma":0.0007126548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834207,"about_ca_topic_score_gemma":0.002758476,"domain_scores_codex":[0.9996419,0.000106136,0.00004534045,0.00003332103,0.00005198948,0.0001213697],"domain_scores_gemma":[0.9975727,0.0007585647,0.0007871751,0.00004661637,0.0001396153,0.0006953988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002020375,0.00003739575,0.9989202,0.000003468436,0.00002034415,0.0001721593,0.00003066214,0.00006408476,0.00008748421,0.00001935605,0.00008396793,0.0003590023],"study_design_scores_gemma":[0.00001904935,0.000206892,0.9976788,0.00001067079,0.0000404385,0.0006715812,0.000406433,0.0007074092,0.00008505955,0.00009052194,0.00007523673,0.000007912427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992936,0.0002012032,0.00003369643,0.000147358,0.00001340275,0.000003071556,0.00005604913,0.000001749172,0.0002499309],"genre_scores_gemma":[0.9997118,0.00007051432,0.00002801049,0.00003688671,0.00002940108,0.000002905255,0.0000815443,7.465098e-7,0.0000381536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002834207,"threshold_uncertainty_score":0.005635381,"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."}}