{"id":"W4318826914","doi":"10.3390/curroncol30020135","title":"Management of Marginal Zone Lymphoma: A Canadian Perspective","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Impact; University of Alberta; Queen Elizabeth II Health Sciences Centre; Fluidigm (Canada); Dalhousie University; McGill University Health Centre","funders":"","keywords":"Medicine; Lymphoma; Disease; Clinical trial; Lymphoplasmacytic Lymphoma; Splenic marginal zone lymphoma; Presentation (obstetrics); Pathology; Internal medicine; Surgery; Splenectomy; Spleen; Waldenstrom macroglobulinemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009170513,0.0005031409,0.0008403203,0.002153195,0.0006633786,0.001385945,0.0009661682,0.0009602367,0.004846744],"category_scores_gemma":[0.001560283,0.0001677372,0.0005182217,0.002437108,0.0005891779,0.001006565,0.0005869732,0.00178841,0.00105917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006938563,"about_ca_system_score_gemma":0.01647137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.238146,"about_ca_topic_score_gemma":0.3975728,"domain_scores_codex":[0.999643,0.00005358403,0.00003813151,0.00003758727,0.0001691902,0.00005853842],"domain_scores_gemma":[0.9990165,0.0001418759,0.00006968846,0.0000120013,0.0006497863,0.0001101098],"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":[0.0001302307,0.00004495283,0.0007107207,0.0149797,0.0001006223,0.0003812964,0.0002393816,0.0004353545,0.0009017322,0.006648494,0.1133058,0.8621217],"study_design_scores_gemma":[0.00001909831,0.00003642178,0.001369387,0.008229498,0.0001216557,0.0007816684,0.0001368242,0.00006993471,0.0001529669,0.0009027601,0.9881631,0.00001669789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001988091,0.9931396,0.00009441673,0.003225995,0.0003155086,0.000006455505,0.00005003724,0.000008528544,0.002960569],"genre_scores_gemma":[0.001476288,0.9965277,0.0002200311,0.0008294973,0.0001554304,0.000003522974,0.0000540093,0.000002453697,0.0007309681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7618541,"threshold_uncertainty_score":0.4735196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015218155476978,"score_gpt":0.469430519779732,"score_spread":0.2679087042320342,"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."}}