{"id":"W1536129374","doi":"10.1002/0471463736.tnmp43.pub2","title":"Non‐Hodgkin Lymphomas","year":2006,"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; University Health Network","funders":"","keywords":"Disease; Hodgkin lymphoma; Lymphoma; Pathological; Immune system; Immunology; Medicine; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002536593,0.0003592452,0.0006164689,0.0002116696,0.00002088609,0.00001139185,0.00008795901,0.0003319594,0.01105685],"category_scores_gemma":[0.00001209872,0.0002727121,0.0002005197,0.0001295209,0.00004969049,0.00000915673,0.00004018858,0.00008746496,0.001102786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992274,"about_ca_system_score_gemma":0.000191574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245803,"about_ca_topic_score_gemma":0.0006457724,"domain_scores_codex":[0.998817,0.000009877623,0.0002330929,0.0003807774,0.0002745204,0.0002847352],"domain_scores_gemma":[0.999122,0.00002376466,0.0001409731,0.0005477721,0.00002649375,0.0001390589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001975158,0.001524676,0.00386652,0.00009748487,0.0002133808,0.0005270384,0.000006413859,1.055872e-7,0.000009635392,0.00004640298,0.9797853,0.01390324],"study_design_scores_gemma":[0.003276406,0.0001892018,0.0243159,0.0006375051,0.0003526089,0.00007701788,0.000004641961,0.00001546215,0.00008888239,0.00001481055,0.9707921,0.0002355321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008389647,0.002516459,0.000004880039,0.0006611375,0.0003144097,0.0005543053,0.002706227,0.0003312717,0.9920723],"genre_scores_gemma":[0.001658942,0.0003962107,0.002803191,0.0008329104,0.002003815,0.00006319324,0.009525157,0.0005119085,0.9822047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02044938,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159617405434279,"score_gpt":0.2771597021296492,"score_spread":0.2655635280753064,"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."}}