{"id":"W2981221994","doi":"10.1182/blood-2018-99-113422","title":"A Descriptive Analysis of Obinutuzumab Usage in a Single Canadian Centre","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Obinutuzumab; Chlorambucil; Medicine; Internal medicine; Population; Chronic lymphocytic leukemia; Regimen; Asymptomatic; Oncology; Surgery; Leukemia; Chemotherapy; 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":[0.0004515099,0.0003152854,0.0005692939,0.002706644,0.00207142,0.001252697,0.001074638,0.0003877398,0.002866692],"category_scores_gemma":[0.002058892,0.0002938123,0.0005249858,0.006261672,0.0006398826,0.0003296325,0.0007380297,0.0004758298,0.0002898744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698786,"about_ca_system_score_gemma":0.02159728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9170861,"about_ca_topic_score_gemma":0.9226109,"domain_scores_codex":[0.9986517,0.00005187031,0.000117118,0.0002330729,0.000565356,0.0003809016],"domain_scores_gemma":[0.9976739,0.0001792057,0.0008514822,0.0000622287,0.0007329051,0.0005003675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007865882,0.00003280491,0.9953284,0.00006661048,0.0000278373,0.0003347938,0.0006066014,0.00004976107,0.0001809255,0.0000600674,0.0007699718,0.002463676],"study_design_scores_gemma":[0.000007571243,0.00008863452,0.9949941,0.00005640038,0.00003271028,0.0005907213,0.002537341,0.0001626818,0.00008726328,0.00001427795,0.001410772,0.00001755592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920143,0.0005628972,0.00007743495,0.0001770583,0.000006826943,0.0001012988,0.004603658,0.0000140169,0.00244248],"genre_scores_gemma":[0.997129,0.0005499038,0.0001324746,0.0001389336,0.000007444808,0.00004115636,0.001633938,0.000006084758,0.0003611453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08291394,"threshold_uncertainty_score":0.1668044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528443652626812,"score_gpt":0.2722073062144316,"score_spread":0.2469228696881635,"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."}}