{"id":"W1965861190","doi":"10.3816/clm.2006.s.003","title":"Treatment of Diffuse Large B-Cell Lymphoma: A Risk-Based Approach","year":2006,"lang":"en","type":"review","venue":"Clinical Lymphoma & Myeloma","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"International Prognostic Index; Rituximab; Medicine; Diffuse large B-cell lymphoma; Context (archaeology); Oncology; Prednisone; Lymphoma; Vincristine; Internal medicine; CHOP; Cyclophosphamide; Clinical trial; Intensive care medicine; Chemotherapy; Biology","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":[0.0005395619,0.0009669366,0.002413671,0.001904461,0.0002216711,0.0008426427,0.001356058,0.0009356114,0.002026157],"category_scores_gemma":[0.0007105874,0.0002440638,0.0009711994,0.001187666,0.0003843587,0.0008702211,0.0004962235,0.001627696,0.0007442622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007461481,"about_ca_system_score_gemma":0.0007628019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160944,"about_ca_topic_score_gemma":0.002442087,"domain_scores_codex":[0.9997507,0.00005503525,0.0000427181,0.00004755742,0.00008693482,0.00001718642],"domain_scores_gemma":[0.9997247,0.0001475475,0.00005554295,0.000006063523,0.0000486367,0.00001755313],"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":[0.0001080758,0.0001292266,0.0004660726,0.01239103,0.0002768173,0.0004558763,0.00002872202,0.0006874899,0.0008423226,0.001464638,0.01586013,0.9672897],"study_design_scores_gemma":[0.0003021052,0.0006097183,0.00776308,0.01995183,0.002343332,0.01295095,0.000187736,0.0008770453,0.001109703,0.004501654,0.9493135,0.00008944719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001550363,0.9985727,0.000309623,0.0002739369,0.00009424299,0.000005828242,0.000009265699,0.000009026509,0.0005703553],"genre_scores_gemma":[0.001853001,0.9966025,0.0006662146,0.0003526032,0.0001909847,0.000007358018,0.00002809516,0.00000177208,0.0002973413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002413671,"threshold_uncertainty_score":0.00677824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06659608710929593,"score_gpt":0.373539151332449,"score_spread":0.3069430642231531,"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."}}