{"id":"W3160513889","doi":"10.1038/s41375-021-01285-3","title":"Treatment resistance in diffuse large B-cell lymphoma","year":2021,"lang":"en","type":"review","venue":"Leukemia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Genome Canada; Leukemia and Lymphoma Society of Canada; European Hematology Association","keywords":"Lymphoma; Diffuse large B-cell lymphoma; Medicine; Resistance (ecology); Hematology; Cancer research; Oncology; Internal medicine; Pathology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008312973,0.0006642878,0.00208622,0.001928849,0.0001864893,0.001149104,0.0008145851,0.0008716381,0.005086232],"category_scores_gemma":[0.001738449,0.0003028917,0.00084508,0.002074939,0.0003410763,0.001020922,0.0006352373,0.001666901,0.001103414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000762308,"about_ca_system_score_gemma":0.001107882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444445,"about_ca_topic_score_gemma":0.00371498,"domain_scores_codex":[0.9997103,0.00007602427,0.00007030003,0.00004728041,0.00007226563,0.00002392979],"domain_scores_gemma":[0.9992539,0.0004568972,0.0001445464,0.00001501116,0.0000981492,0.00003150529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001355369,0.00004285904,0.000230616,0.04553321,0.0003376488,0.00009728932,0.00004035726,0.0003420079,0.0004351913,0.001129429,0.02931684,0.9223591],"study_design_scores_gemma":[0.0002156722,0.0002787441,0.002476171,0.0352071,0.002346601,0.001647181,0.00008700191,0.000209508,0.00030944,0.001890846,0.955287,0.00004477945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004979294,0.9993949,0.00003048188,0.0001385757,0.00007571359,0.000002462968,0.0000163523,0.000003063936,0.0002886128],"genre_scores_gemma":[0.0006260776,0.9986963,0.00007778736,0.0002948776,0.00009832464,0.000004187552,0.00002943459,0.000001116422,0.0001720214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005086232,"threshold_uncertainty_score":0.01701516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018777959701856,"score_gpt":0.3127786740006795,"score_spread":0.282590894403661,"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."}}