{"id":"W3217732564","doi":"10.6004/jnccn.2021.5109","title":"Diffuse Large B-Cell Lymphoma: Optimizing Therapy for Relapsed/Refractory Disease","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"","keywords":"Medicine; Refractory (planetary science); Lymphoma; Diffuse large B-cell lymphoma; Oncology; Internal medicine; Disease; Intensive care medicine","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":[0.001579957,0.0003528291,0.000537133,0.0005103805,0.0003385188,0.001006085,0.0004761055,0.0007265273,0.001535931],"category_scores_gemma":[0.00234035,0.00009830223,0.00038514,0.0002821949,0.0003894147,0.00121419,0.0006284326,0.002416959,0.0005078379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406003,"about_ca_system_score_gemma":0.001412235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009278993,"about_ca_topic_score_gemma":0.003802444,"domain_scores_codex":[0.9994162,0.0002819153,0.00005965287,0.00005492551,0.0001017395,0.00008555831],"domain_scores_gemma":[0.9994429,0.0001648529,0.00008501329,0.00001690966,0.0001067746,0.0001835084],"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":[0.0004426694,0.0002936107,0.004383219,0.001269762,0.0000972282,0.0006056022,0.0003220425,0.001538065,0.003660504,0.006668553,0.1086849,0.8720337],"study_design_scores_gemma":[0.0005870959,0.001349623,0.01179634,0.004387727,0.0003674879,0.004889159,0.0008917392,0.003459408,0.003000576,0.02024978,0.9489474,0.00007361947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02759734,0.5901574,0.01089398,0.336261,0.00514422,0.0002094619,0.0001896759,0.0003266438,0.02922024],"genre_scores_gemma":[0.289015,0.5459211,0.03395813,0.09979033,0.01653959,0.0003702723,0.0004034995,0.0001744523,0.01382758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001579957,"threshold_uncertainty_score":0.01020128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837105324427232,"score_gpt":0.3136368959604299,"score_spread":0.2752658427161576,"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."}}