{"id":"W2557903862","doi":"10.1182/blood.v120.21.1602.1602","title":"Population Survey of Mantle Cell Lymphoma (MCL) in British Columbia (BC) – A Heterogeneous Disorder with Improved Outcomes in the Modern Era","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Mantle cell lymphoma; Rituximab; Internal medicine; Population; Context (archaeology); Oncology; Stage (stratigraphy); Surgery; Lymphoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002501264,0.0001473236,0.0001935539,0.001255581,0.0007039755,0.0005405028,0.0006046742,0.0003013202,0.001903703],"category_scores_gemma":[0.0007783099,0.0001794335,0.0001093879,0.003161159,0.0003330669,0.0002300755,0.000545365,0.0002572415,0.0004122906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121364,"about_ca_system_score_gemma":0.001942247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7965978,"about_ca_topic_score_gemma":0.8343322,"domain_scores_codex":[0.9996711,0.00004213095,0.00003666528,0.00007250164,0.0001079526,0.00006964387],"domain_scores_gemma":[0.9994161,0.00004165128,0.0001928584,0.00002597686,0.0002048809,0.000118482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000023736,0.00001714175,0.9969491,0.00002215965,0.00001281002,0.00009210787,0.000179522,0.00003583933,0.0002800023,0.00001439814,0.0004957209,0.001877335],"study_design_scores_gemma":[0.000001349848,0.00001222512,0.9992372,0.000006526142,0.000003746694,0.0000779383,0.000303433,0.00004471968,0.00001491173,0.000003744336,0.0002927399,0.000001465794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949414,0.0003106667,0.00005757344,0.000112984,0.000002472853,0.00004343994,0.003195776,0.000008741411,0.001326945],"genre_scores_gemma":[0.9978653,0.0002946693,0.00006830459,0.00007936464,0.000003260377,0.00002402402,0.001204568,0.00000233421,0.0004583714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034022,"threshold_uncertainty_score":0.4092002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010270966413909,"score_gpt":0.225162901015402,"score_spread":0.214891934601493,"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."}}