{"id":"W3198075822","doi":"10.14740/jh890","title":"Treatment Outcomes and Survival Patterns of Asian Patients With Relapsed/Refractory Mantle Cell Lymphoma","year":2021,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; Tanoto Foundation; Duke-NUS Medical School","keywords":"Medicine; Internal medicine; Mantle cell lymphoma; Refractory (planetary science); Progression-free survival; Population; Lymphoma; Oncology; Overall survival; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004126771,0.0001459655,0.0007338494,0.00008731709,0.00002542458,0.000005795961,0.00003423152,0.00007363974,0.00007207676],"category_scores_gemma":[0.00002347299,0.0000845291,0.0001275868,0.0000450405,0.00003667476,0.00004905583,0.00002038547,0.00004186616,0.000003599204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115127,"about_ca_system_score_gemma":0.0001981161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002518107,"about_ca_topic_score_gemma":0.00002919225,"domain_scores_codex":[0.9990432,0.00005771417,0.0004074623,0.0001287263,0.000213746,0.0001491616],"domain_scores_gemma":[0.999011,0.0001269008,0.0003626028,0.0001708149,0.0001988898,0.0001297262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627521,0.004364659,0.9874827,0.00008138396,0.0004408236,0.002047739,0.0002166727,1.840438e-7,0.0000377367,0.0001520984,0.00006989102,0.004843304],"study_design_scores_gemma":[0.01969133,0.002908176,0.9656991,0.0001074709,0.0004038744,0.001603224,0.0003587777,6.882218e-7,0.00805249,0.00002070386,0.001083806,0.00007033332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997166,0.000900379,0.0000112364,0.0008469206,0.0001775032,0.00009432849,0.00001422711,0.000003558308,0.0007857841],"genre_scores_gemma":[0.9989248,0.0003172372,0.0004428858,0.00007498308,0.00002064096,0.000003009965,0.00001039136,0.00001359476,0.0001924405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178363,"threshold_uncertainty_score":0.3446997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009800478165260645,"score_gpt":0.2462976481092201,"score_spread":0.2364971699439594,"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."}}