{"id":"W2915763999","doi":"10.1182/blood-2018-99-118775","title":"Infectious Complications in the Outpatient and Inpatient Autologous Stem Cell Transplantation Setting for Patients with Multiple Myeloma. Princess Margaret Cancer Center Experience","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Febrile neutropenia; Internal medicine; Transplantation; Autologous stem-cell transplantation; Population; Neutropenia; Cohort; Cancer; Retrospective cohort study; Surgery; Chemotherapy","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":[0.00004728839,0.0001078853,0.000119412,0.00005512636,0.0002000534,0.00002144478,0.0000590751,0.00003735185,0.000005671294],"category_scores_gemma":[0.000004844023,0.00007254985,0.0000216205,0.0001400359,0.00008678233,0.00007651475,0.00001196734,0.00008736677,0.00000141824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004009258,"about_ca_system_score_gemma":0.0000396562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276399,"about_ca_topic_score_gemma":0.0008594182,"domain_scores_codex":[0.999239,0.00003590354,0.0001829538,0.0002283757,0.0001368217,0.0001769255],"domain_scores_gemma":[0.9994955,0.00007105184,0.0000898234,0.000159661,0.0001394002,0.00004453069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231996,0.0008198558,0.9870329,0.00008921156,0.00001508658,0.000001183258,0.008311012,0.000006002599,0.0001512827,0.0000212616,0.00002094053,0.003407996],"study_design_scores_gemma":[0.005297313,0.001006412,0.9893565,0.0001026526,0.00008963139,0.00001732936,0.0003897617,0.00004685199,0.002594583,0.000004490373,0.0009949399,0.00009958119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971898,0.00002626694,0.000502396,0.0001591253,0.00009826015,0.001441614,0.0000794616,0.00003181018,0.000471265],"genre_scores_gemma":[0.9981769,0.00002501496,0.0002234413,0.0003523811,0.00004402337,0.001101358,0.00005235413,0.00001303239,0.0000114615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00792125,"threshold_uncertainty_score":0.2958497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167144696969496,"score_gpt":0.2622487145610008,"score_spread":0.2505772675913058,"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."}}