{"id":"W2553445886","doi":"10.1182/blood.v118.21.2091.2091","title":"Comparison of Comorbidity Scores and the Impact of Comorbidities on Length of Stay and Survival in Patients with Non−Hodgkin's Lymphoma Treated with Autologous Stem Cell Transplant","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Juravinski Hospital","funders":"","keywords":"Medicine; Comorbidity; Internal medicine; International Prognostic Index; Autologous stem-cell transplantation; Oncology; Transplantation; Diffuse large B-cell lymphoma; Proportional hazards model; Melphalan; Performance status; Population; Surgery; Lymphoma; Cancer","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":[0.0006360669,0.0001694914,0.0003139084,0.0008241589,0.0003054724,0.0005532588,0.0002231884,0.0002644727,0.001528968],"category_scores_gemma":[0.002761746,0.0001379263,0.000543234,0.001066701,0.0002102324,0.0003910317,0.00047626,0.0004410742,0.0001379128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802125,"about_ca_system_score_gemma":0.0003378396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003351408,"about_ca_topic_score_gemma":0.004864007,"domain_scores_codex":[0.999526,0.0001554125,0.0000798256,0.00005743649,0.00009285736,0.00008850698],"domain_scores_gemma":[0.9975673,0.0006095145,0.00104138,0.00005635061,0.0001734415,0.0005521115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001822853,0.00002286934,0.9991033,0.000003859966,0.00003798147,0.00003402985,0.00002243043,0.00003862398,0.00003656866,0.000006147109,0.00003241216,0.000479628],"study_design_scores_gemma":[0.000007874189,0.0001888847,0.9992722,0.000003812745,0.00001922742,0.0001094188,0.00012101,0.0002035769,0.00001901411,0.000008585438,0.00004377436,0.000002691101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996568,0.00009638123,0.00001389,0.00001369128,0.000002887847,0.000002282826,0.0001071268,4.739806e-7,0.0001064234],"genre_scores_gemma":[0.999665,0.00004171493,0.00001673706,0.000007153346,0.000004454942,0.00000282169,0.0002338208,4.327915e-7,0.00002785622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351408,"threshold_uncertainty_score":0.006663799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261437515667966,"score_gpt":0.2493812620868895,"score_spread":0.2267668869302099,"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."}}