{"id":"W2981316671","doi":"10.1182/blood-2018-99-119462","title":"The Impact from Frontline CLL Chemo Immunotherapy Regimen Outcomes Based on Patient Tolerability","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":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Tolerability; Medicine; Regimen; Obinutuzumab; Fludarabine; Internal medicine; Rituximab; Oncology; Chlorambucil; Cyclophosphamide; Adverse effect; Chemotherapy; Lymphoma","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":[0.00259743,0.0001386069,0.0002540459,0.000554648,0.0002927392,0.0008666666,0.0002552404,0.0002184688,0.002288268],"category_scores_gemma":[0.008052343,0.00007090037,0.0007989476,0.0006838799,0.000267567,0.0006436957,0.000459928,0.0005810515,0.0002426013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000965107,"about_ca_system_score_gemma":0.0005212948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161919,"about_ca_topic_score_gemma":0.002290624,"domain_scores_codex":[0.9975923,0.0008002232,0.0005145267,0.0002801164,0.0006131073,0.000199603],"domain_scores_gemma":[0.9899484,0.002317668,0.005718338,0.0003555942,0.001015287,0.0006447257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000730088,0.00003920164,0.9914854,0.00003233912,0.0001076662,0.00008815996,0.00009346432,0.0002009019,0.0002356526,0.00003417937,0.0002841467,0.006668774],"study_design_scores_gemma":[0.00002061538,0.0006032685,0.9963136,0.0000418847,0.000106847,0.0005985379,0.00021329,0.0005618174,0.0004474662,0.00007240741,0.001010226,0.000009872424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995995,0.0008300519,0.000211613,0.0001661389,0.00001211064,0.0000358419,0.001186181,0.000005701956,0.001557244],"genre_scores_gemma":[0.9991685,0.00009582863,0.0000690688,0.00006585351,0.000009869828,0.00001471274,0.0004985644,0.000002219233,0.00007533219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259743,"threshold_uncertainty_score":0.01373672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493029808394444,"score_gpt":0.3159438096415602,"score_spread":0.3010135115576157,"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."}}