{"id":"W4389258289","doi":"10.1182/blood-2023-172977","title":"Real World Experience of Ibrutinib in an Ethnically Diverse Canadian Community Hospital","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Ibrutinib; Bruton's tyrosine kinase; Medicine; Chronic lymphocytic leukemia; Population; Internal medicine; Oncology; Leukemia; Tyrosine kinase; Environmental health","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":[0.000481405,0.00009028305,0.0002204426,0.0003224244,0.00007542865,0.000009207186,0.0003013843,0.00007807887,0.0001278575],"category_scores_gemma":[0.0003259722,0.00008737153,0.00004394594,0.0009170889,0.0002172362,0.00007700195,0.0001527647,0.0003930756,0.00006007429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723611,"about_ca_system_score_gemma":0.004926918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6838691,"about_ca_topic_score_gemma":0.7494125,"domain_scores_codex":[0.9987085,0.0001377332,0.0002301678,0.0001632497,0.0003244298,0.0004359543],"domain_scores_gemma":[0.9986907,0.0001741424,0.0000332861,0.0006193334,0.00007802591,0.0004044935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003136936,0.003831545,0.9149533,0.0003578164,0.0001223294,0.004244331,0.06132903,0.00002539545,0.00752912,0.0007531543,0.001886452,0.004653816],"study_design_scores_gemma":[0.02141704,0.0006464004,0.9639441,0.0001826629,0.00003657131,0.00002267853,0.008106372,0.0007481519,0.004294278,0.0000731598,0.0003413962,0.0001871894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916487,0.00001346633,1.186839e-7,0.0001707264,0.00005428684,0.0002585276,0.00001759716,0.00005062431,0.007785927],"genre_scores_gemma":[0.9991224,0.000036589,0.0001099423,0.00006295166,0.00004408906,0.0000219174,0.00004316119,0.0000154819,0.0005434758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06554336,"threshold_uncertainty_score":0.8740141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05958339536153735,"score_gpt":0.3611031074298471,"score_spread":0.3015197120683097,"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."}}