{"id":"W2937090388","doi":"10.1182/blood.v130.suppl_1.123.123","title":"Single Cell Resolution Profiling Defines the Innate and Adaptive Immune Repertoires Modulated By Daratumumab and IMiDs Treatment in Multiple Myeloma (MM)","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Daratumumab; Antibody-dependent cell-mediated cytotoxicity; Immunology; Biology; CD38; Bone marrow; Immune system; Cytotoxic T cell; Cancer research; Multiple myeloma; Antibody; Monoclonal antibody; CD34; Cell biology; Stem cell","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":[0.0001455887,0.0001148217,0.0003720135,0.0004092345,0.0001317966,0.0003326975,0.00009723096,0.0002455794,0.0005892226],"category_scores_gemma":[0.0001746745,0.0001029694,0.0001442959,0.0003227757,0.0001164615,0.00009632609,0.0001621279,0.0002202403,0.0002264475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214401,"about_ca_system_score_gemma":0.00008746663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003725718,"about_ca_topic_score_gemma":0.0006444145,"domain_scores_codex":[0.9998673,0.00002129073,0.00001102098,0.00003756259,0.00003854434,0.00002431249],"domain_scores_gemma":[0.9999226,0.00001512691,0.0000169444,0.000007694221,0.00002083939,0.00001675318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009166876,0.00004820185,0.03480101,0.00007355374,0.00003069681,0.0001109017,0.00008584277,0.0002403523,0.9518836,0.00003992067,0.0001395992,0.0116296],"study_design_scores_gemma":[0.00004180866,0.001214823,0.6726429,0.00001839294,0.0001365849,0.001524405,0.0004363355,0.005629234,0.3135364,0.0001363232,0.004666113,0.00001664108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960841,0.001237822,0.001371858,0.00003291101,0.00001097599,0.00003356627,0.0006658013,0.00002809793,0.000534926],"genre_scores_gemma":[0.9958061,0.0004454681,0.001999107,0.0000551686,0.00001345024,0.00005178505,0.001025561,0.000006573629,0.0005967874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005892226,"threshold_uncertainty_score":0.001971126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623905010016729,"score_gpt":0.2712248148614074,"score_spread":0.2349857647612401,"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."}}