{"id":"W4230189396","doi":"10.1002/9780471420194.tnmc54.pub3","title":"Hodgkin 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":"Stage (stratigraphy); Lymphoma; Hodgkin lymphoma; Medicine; Biopsy; Internal medicine; Radiology; Oncology; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002700638,0.0002915966,0.000556125,0.0001389066,0.00004096168,0.00001889173,0.0001400365,0.0002903696,0.01390587],"category_scores_gemma":[0.00005300371,0.0002154263,0.0001732369,0.00003191044,0.00006744106,0.00001165475,0.00005791502,0.00005571826,0.001384752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287669,"about_ca_system_score_gemma":0.0002014601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005627886,"about_ca_topic_score_gemma":0.0003957094,"domain_scores_codex":[0.9990764,0.00001151617,0.0001294215,0.0003305266,0.0002231685,0.000229011],"domain_scores_gemma":[0.9986742,0.00002164061,0.0001938853,0.0009284339,0.00002359869,0.0001582206],"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":[0.0000199538,0.000867434,0.000960898,0.00006701666,0.0002569107,0.0005262993,0.000006341813,5.898088e-9,0.000003257616,0.00003872758,0.8526655,0.1445876],"study_design_scores_gemma":[0.003076694,0.0001693807,0.01547922,0.001067838,0.0003079128,0.00008890264,0.000002960507,0.000004316274,0.00004008322,0.00001128731,0.9795628,0.000188555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004164462,0.004164253,0.00000219193,0.0009005638,0.0004234438,0.0004271521,0.002884669,0.0002830426,0.9904982],"genre_scores_gemma":[0.0009097699,0.001652604,0.001735563,0.0005847407,0.001743944,0.00004524118,0.003683014,0.0003732416,0.9892719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1443991,"threshold_uncertainty_score":0.9993928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642259021051842,"score_gpt":0.3238355317268078,"score_spread":0.2974129415162894,"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."}}