{"id":"W4252034974","doi":"10.1002/9780471420194.tnmc82","title":"Malignant Lymphoma","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Malignant lymphoma; Lymphoma; Medicine; Oncology; Cancer research; 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":[0.0001534308,0.0003141497,0.0002861783,0.001433854,0.000459086,0.0007376893,0.0002632958,0.000361863,0.07922528],"category_scores_gemma":[0.0009302261,0.00009014808,0.0003582732,0.001366966,0.0002572656,0.000507904,0.0005124928,0.0006525487,0.02741956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473378,"about_ca_system_score_gemma":0.0005493407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104072,"about_ca_topic_score_gemma":0.00227144,"domain_scores_codex":[0.9996953,0.0000274728,0.00002052868,0.00003494312,0.0001087395,0.0001131359],"domain_scores_gemma":[0.9995721,0.00004855337,0.00008040768,0.00003553355,0.0001107232,0.0001527181],"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":[0.0003105626,0.0001535494,0.08991613,0.001137732,0.00008286721,0.01761952,0.0001763383,0.000292153,0.003216193,0.007480477,0.4108387,0.4687757],"study_design_scores_gemma":[0.00006181306,0.00009232052,0.05567889,0.001302818,0.00008217189,0.08259135,0.0002679241,0.0002428525,0.001912363,0.003723195,0.8540224,0.00002185493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05295675,0.05027792,0.002843081,0.003435063,0.00206026,0.0003284217,0.0159078,0.001112748,0.8710779],"genre_scores_gemma":[0.6076171,0.04757164,0.003186264,0.006329555,0.004238157,0.0001947837,0.03183356,0.0005916802,0.2984372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07922528,"threshold_uncertainty_score":0.2650349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577368282380618,"score_gpt":0.3117782941354491,"score_spread":0.2860046113116429,"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."}}