{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950407,0.0002338862,0.0002575252,0.0004717152,0.000882088,0.0008107264,0.0003729474,0.000303705,0.001980842],"category_scores_gemma":[0.001718126,0.0002596098,0.0002357248,0.0007054966,0.0002977483,0.0005668509,0.001040278,0.0006845715,0.0002018548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736126,"about_ca_system_score_gemma":0.0009492062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003374809,"about_ca_topic_score_gemma":0.00754362,"domain_scores_codex":[0.9994791,0.0001165045,0.00007217909,0.00007478644,0.0001161853,0.0001412968],"domain_scores_gemma":[0.998254,0.0002469663,0.0007478904,0.00004342703,0.0001337939,0.0005739199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148211,0.0001425226,0.986659,0.00006274935,0.0000268983,0.003888965,0.0007759185,0.00006112642,0.0003490289,0.00004097049,0.0009176334,0.006960332],"study_design_scores_gemma":[0.00002460885,0.0008453089,0.9746201,0.00008851262,0.00003138282,0.01899314,0.003369355,0.0003256972,0.0002875639,0.00005685298,0.001343427,0.0000140916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977924,0.0006505433,0.00007885781,0.000216404,0.000009451317,0.00002679916,0.0001171835,0.000007497242,0.001100978],"genre_scores_gemma":[0.9989107,0.0004422486,0.0001067559,0.000185697,0.00002842283,0.00001435236,0.0001654518,0.000002826169,0.0001435314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003374809,"threshold_uncertainty_score":0.006710351,"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."}}