{"id":"W2906562397","doi":"10.1182/blood-2018-99-115930","title":"Minimal Residual Disease Response at End of Induction and during Maintenance Correlates with Updated Outcome in the Phase III GALLIUM Study of Obinutuzumab- or Rituximab-Based Immunochemotherapy in Previously Untreated Follicular Lymphoma Patients","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Obinutuzumab; Follicular lymphoma; Minimal residual disease; Internal medicine; Bendamustine; Rituximab; Oncology; Alemtuzumab; Maintenance therapy; Induction chemotherapy; Hazard ratio; Chemotherapy regimen; Chemotherapy; Surgery; Immunology; Lymphoma; Bone marrow; Confidence interval; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001495684,0.0003745538,0.0007143703,0.0001570851,0.0002121819,0.0006326459,0.0004209876,0.0004881146,0.0008543777],"category_scores_gemma":[0.000968488,0.0002182862,0.0006482225,0.0002231181,0.0003235484,0.0003931638,0.000307272,0.0009961416,0.0002420952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492694,"about_ca_system_score_gemma":0.0003437854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005664809,"about_ca_topic_score_gemma":0.001005003,"domain_scores_codex":[0.9995908,0.000183686,0.00003324353,0.00007883138,0.00004983815,0.00006366662],"domain_scores_gemma":[0.9990746,0.0001315746,0.0003555003,0.00007637746,0.00005370013,0.0003082447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4731885,0.007674749,0.4442756,0.0002853177,0.002251126,0.0001255572,0.0003579806,0.001291705,0.02183099,0.0000810721,0.001112057,0.0475253],"study_design_scores_gemma":[0.02880785,0.1925201,0.7701813,0.00004416587,0.001372124,0.0002981848,0.0001003196,0.00133226,0.003592469,0.000105824,0.001613907,0.00003160371],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999103,0.0003647207,0.00005006308,0.00003103035,0.000007080535,0.00006727473,0.0001793796,0.000003596566,0.0001940359],"genre_scores_gemma":[0.9989936,0.00008661271,0.00009262045,0.00007505104,0.00001472184,0.00008346106,0.0004456069,0.000001867175,0.0002064009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001495684,"threshold_uncertainty_score":0.007910073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179263074137675,"score_gpt":0.264880864935384,"score_spread":0.2530882341940073,"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."}}