{"id":"W3130191480","doi":"10.1016/j.leukres.2021.106538","title":"Impact of age and treatment institution type on outcomes of patients treated for chronic lymphocytic leukemia in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vernon Jubilee Hospital; Richmond Hospital; St. Paul's Hospital; BC Cancer Agency; University of British Columbia, Okanagan Campus; Abbotsford Veterinary Clinic; Kwantlen Polytechnic University; Surrey Memorial Hospital; University of British Columbia; Royal Columbian Hospital; Kelowna General Hospital; Vancouver General Hospital; Columbia Bible College","funders":"","keywords":"Medicine; Fludarabine; Rituximab; Ibrutinib; Chronic lymphocytic leukemia; Internal medicine; Population; Stage (stratigraphy); Leukemia; Chemotherapy; Surgery; Pediatrics; Lymphoma; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007169027,0.0003142866,0.0006319974,0.001331243,0.003053128,0.002128814,0.001871932,0.0007512745,0.005377723],"category_scores_gemma":[0.004549924,0.0003131539,0.0009039501,0.004169244,0.00090871,0.000564075,0.001238794,0.001702813,0.0004077896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03974169,"about_ca_system_score_gemma":0.04626148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941037,"about_ca_topic_score_gemma":0.9975266,"domain_scores_codex":[0.9980914,0.0001895454,0.000132793,0.0001770789,0.0003795996,0.00102968],"domain_scores_gemma":[0.992979,0.0004533617,0.001284252,0.0001349287,0.002649774,0.002498741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00019608,0.00003864119,0.9921095,0.0000239156,0.00006752512,0.000101584,0.0003610919,0.0002268601,0.00006406254,0.0001606493,0.002647156,0.00400288],"study_design_scores_gemma":[0.00001549093,0.00002728554,0.9958646,0.00008767378,0.0000564654,0.00007548105,0.002401009,0.0002347086,0.00004111013,0.00006472135,0.001113147,0.00001821352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820418,0.002208023,0.00008035074,0.001986997,0.00007227501,0.00003200817,0.006512657,0.00001805172,0.007047854],"genre_scores_gemma":[0.9945257,0.0009698239,0.00006530659,0.0002529286,0.00001592555,0.00001154972,0.00184486,0.00001327998,0.002300658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03974169,"threshold_uncertainty_score":0.2883475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222760631136185,"score_gpt":0.3518739953660461,"score_spread":0.3096463890546842,"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."}}