{"id":"W4366759859","doi":"10.1080/10428194.2023.2199340","title":"Population-level impact of ibrutinib for chronic lymphocytic leukemia in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"AbbVie; Lundbeck Canada; University of British Columbia; GlaxoSmithKline","keywords":"Ibrutinib; Discontinuation; Medicine; Chronic lymphocytic leukemia; Adverse effect; Internal medicine; Population; Oncology; Leukemia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001175708,0.0009113521,0.002398486,0.0007263267,0.0005170056,0.0003665329,0.0008160321,0.0009240012,0.0002527229],"category_scores_gemma":[0.00105092,0.001221997,0.0007885031,0.002975613,0.000566154,0.0004602768,0.000494384,0.0002930661,0.0000465954],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.5791635,"about_ca_system_score_gemma":0.3585317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888633,"about_ca_topic_score_gemma":0.9338035,"domain_scores_codex":[0.991052,0.0002104627,0.002251987,0.001893321,0.001793142,0.00279903],"domain_scores_gemma":[0.9947138,0.001427151,0.0006372384,0.001536314,0.0005314771,0.001153957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004601078,0.0003540287,0.31181,0.01051548,0.003010914,0.008834675,0.001615572,0.03051366,0.006097707,0.0003672451,0.1573722,0.4649074],"study_design_scores_gemma":[0.07886876,0.0009043812,0.6832014,0.00141243,0.0002640285,0.002882339,0.0003843596,0.2262093,0.0005826409,0.0004015299,0.003650379,0.001238474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928473,0.001829,0.00003562327,0.00004336816,0.0005468218,0.002619065,0.0008859168,0.0003698663,0.0008230309],"genre_scores_gemma":[0.9888599,0.001090048,0.000375647,0.0003135482,0.000595338,0.0005751354,0.001365712,0.0003194702,0.006505191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636689,"threshold_uncertainty_score":0.999023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205161415040627,"score_gpt":0.2869270611608368,"score_spread":0.2664109196567741,"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."}}