{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347909,0.0001901075,0.0008268535,0.0002382814,0.0001110698,0.00005907735,0.0001608592,0.0002089672,0.0001403151],"category_scores_gemma":[0.001353066,0.0002154635,0.0001578954,0.001041946,0.0003539908,0.00007371502,0.0001214056,0.0002820448,0.000003237538],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.4586799,"about_ca_system_score_gemma":0.2645444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98083,"about_ca_topic_score_gemma":0.9699494,"domain_scores_codex":[0.9967175,0.0001985307,0.0005956545,0.0005604535,0.001117368,0.000810525],"domain_scores_gemma":[0.9972764,0.0007713715,0.00009899182,0.0005984845,0.0009645572,0.0002902173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003070305,0.0005841109,0.9446512,0.001540346,0.0009137461,0.003367661,0.0003245187,0.001983267,0.002695676,0.00004965246,0.004418503,0.03640095],"study_design_scores_gemma":[0.05057255,0.005794735,0.9300852,0.0005953001,0.00005979453,0.00006075147,0.00009072229,0.008824671,0.003027332,0.0000331857,0.0006508737,0.0002048562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970976,0.0004574019,8.581908e-7,0.00001476319,0.00006542528,0.00144984,0.0002089238,0.00001345783,0.000691789],"genre_scores_gemma":[0.9954704,0.0005926402,0.00004746116,0.00001768293,0.00004532925,0.0001153376,0.0003131057,0.00004122126,0.003356832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941355,"threshold_uncertainty_score":0.8786348,"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."}}