{"id":"W4249167763","doi":"10.1002/9780471420194.tnmc55.pub2","title":"Non‐Hodgkin Lymphomas","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"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":[0.0004746253,0.0001945197,0.0001953382,0.001241255,0.0002627466,0.0005980406,0.0002772372,0.0001922103,0.03469894],"category_scores_gemma":[0.001189003,0.00006691002,0.0002436404,0.001175183,0.0002038837,0.0005114007,0.0003504835,0.0005876878,0.007296303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162053,"about_ca_system_score_gemma":0.0005632709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497572,"about_ca_topic_score_gemma":0.005201753,"domain_scores_codex":[0.9997298,0.00004759558,0.00002514395,0.00002524751,0.0001101856,0.00006196721],"domain_scores_gemma":[0.9993469,0.00009636412,0.00007306072,0.0000761466,0.0002330724,0.0001745182],"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":[0.0004195407,0.0001351316,0.0498543,0.0004184189,0.00004230849,0.001410545,0.0000792343,0.0001786068,0.005007024,0.005265754,0.1432924,0.7938967],"study_design_scores_gemma":[0.00007144536,0.0001780648,0.1124211,0.0004496372,0.00007750419,0.01005441,0.000135447,0.0003357724,0.003696505,0.003375128,0.8691872,0.00001774132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09714037,0.03404327,0.004266686,0.007281668,0.004018684,0.0002523909,0.01181566,0.0008055193,0.8403757],"genre_scores_gemma":[0.3983832,0.02954425,0.008016171,0.005081803,0.003584489,0.0001932895,0.02160457,0.0004071271,0.5331851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03469894,"threshold_uncertainty_score":0.1160795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204537308632563,"score_gpt":0.2877559204112793,"score_spread":0.2757105473249536,"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."}}