{"id":"W4206197791","doi":"10.3389/fonc.2021.770988","title":"Initial Treatment Patterns and Survival Outcomes of Mantle Cell Lymphoma Patients Managed at Chinese Academic Centers in the Rituximab Era: A Real-World Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Science and Technology Program of Suzhou; National Natural Science Foundation of China; National Science and Technology Major Project; York University","keywords":"Rituximab; Mantle cell lymphoma; Medicine; Lymphoma; Oncology; Overall survival; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003078294,0.0002341369,0.0008315235,0.0003609181,0.0001044571,0.000004408817,0.0001646533,0.00006645578,0.00004321395],"category_scores_gemma":[0.00001750947,0.0001545108,0.00009455329,0.000264588,0.00006922077,0.00003607335,0.0002219195,0.0001578676,0.000001942306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413261,"about_ca_system_score_gemma":0.0000893925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00370078,"about_ca_topic_score_gemma":0.005430782,"domain_scores_codex":[0.9979347,0.0005954524,0.0004784974,0.0003664196,0.0003147611,0.0003101688],"domain_scores_gemma":[0.9992473,0.0002247924,0.0001721639,0.0002780517,0.00001462451,0.00006309073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095261,0.01647422,0.9651923,0.00002210648,0.0001744639,0.0007057292,0.005893718,0.000005000298,0.000001349278,0.000004803615,0.000949547,0.009481465],"study_design_scores_gemma":[0.04710475,0.003411928,0.9432811,0.000009265933,0.0001652173,0.000009927066,0.00477624,0.00003612934,0.00001160083,0.00002409186,0.001063585,0.0001061301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994938,0.0001628496,0.000001206644,0.0007074646,0.0008758298,0.001526535,0.0001021156,0.00001142438,0.001674642],"genre_scores_gemma":[0.9981285,0.0003765507,0.00006815789,0.0004234778,0.0000283159,0.000600418,0.0001056702,0.00001928735,0.0002496035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04600949,"threshold_uncertainty_score":0.6310593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692242014179655,"score_gpt":0.3180191809114163,"score_spread":0.3010967607696197,"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."}}