{"id":"W2108969608","doi":"10.1182/asheducation-2011.1.317","title":"Positron Emission Tomography in the Management of Hodgkin Lymphoma","year":2011,"lang":"en","type":"review","venue":"Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Positron emission tomography; Medicine; Lymphoma; Medical physics; Radiology; Hodgkin lymphoma; Nuclear medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001718757,0.0002925812,0.001630793,0.0002748986,0.0000229843,0.000003553708,0.0002082209,0.0002655443,0.00007141019],"category_scores_gemma":[0.000003841018,0.0001547892,0.0004970675,0.0003499699,0.0000642302,0.00001225144,0.00007346718,0.00007744425,0.00004677767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007417036,"about_ca_system_score_gemma":0.00006855638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004383622,"about_ca_topic_score_gemma":0.000002932597,"domain_scores_codex":[0.9985611,0.0001604809,0.0005712472,0.0003150078,0.0001448429,0.0002473312],"domain_scores_gemma":[0.9989669,0.0001063947,0.0002608848,0.000594479,0.0000185525,0.00005273591],"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":[0.00002645817,0.001183695,0.001392897,0.02512384,0.0006332198,0.001094579,0.0001124779,1.599089e-9,4.074049e-8,0.01983417,0.001222939,0.9493757],"study_design_scores_gemma":[0.001368536,0.0002518788,0.002247466,0.02290158,0.002760278,0.002162482,0.00006162065,1.583961e-7,0.00001825424,0.000228581,0.967847,0.0001521408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003262211,0.9869189,0.000002441059,0.00005653576,0.00009640697,0.001179551,0.00000623083,0.00001551257,0.01139824],"genre_scores_gemma":[0.001268104,0.9976266,0.0004354881,0.00006862217,0.00001729679,0.000413416,0.00007015549,0.00002295894,0.00007736759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9666241,"threshold_uncertainty_score":0.631212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479901574241945,"score_gpt":0.3337582922261264,"score_spread":0.288959276483707,"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."}}