{"id":"W3190511974","doi":"10.1002/9780471420194.tnmm32","title":"Lymphoma","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Lymphoma; Immunosuppression; Chemotherapy; Histology; Working Formulation; Bone marrow; Stage (stratigraphy); Pathology; Non-Hodgkin's lymphoma; Internal medicine","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":[0.0002501765,0.0005219777,0.0003865384,0.00109206,0.0006138099,0.001479384,0.0004679693,0.0006105667,0.1163851],"category_scores_gemma":[0.000931202,0.0001401293,0.0003777983,0.0008809361,0.0002158461,0.0008482905,0.0008051248,0.0008697974,0.05176876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617253,"about_ca_system_score_gemma":0.0007536458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553202,"about_ca_topic_score_gemma":0.001439924,"domain_scores_codex":[0.9996946,0.00003971359,0.00003197983,0.00005145249,0.00008355898,0.00009873712],"domain_scores_gemma":[0.999698,0.00003284183,0.00003991988,0.00003559756,0.0001111475,0.00008237497],"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":[0.0003661926,0.000137827,0.01385511,0.001007489,0.00005559029,0.01126,0.0002295651,0.0003213893,0.003461368,0.01324894,0.3443386,0.6117179],"study_design_scores_gemma":[0.00004554898,0.00004681606,0.004052646,0.0003872222,0.00003874176,0.02399253,0.0001260432,0.0001412581,0.001035028,0.002948536,0.967176,0.00000974865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03396621,0.05870631,0.007995941,0.008299762,0.004736484,0.0005905664,0.01527181,0.002183634,0.8682493],"genre_scores_gemma":[0.3015322,0.04861119,0.008108684,0.01306608,0.005216777,0.0004386612,0.03704404,0.0008399053,0.5851424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1163851,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254300818931643,"score_gpt":0.3213254481756725,"score_spread":0.2958953662825082,"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."}}