{"id":"W2895277650","doi":"10.1097/ppo.0000000000000334","title":"Novel Biomarker Approaches in Classic Hodgkin Lymphoma","year":2018,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"Japan Society for the Promotion of Science; Michael Smith Health Research BC","keywords":"Brentuximab vedotin; Tumor microenvironment; Hodgkin lymphoma; Lymphoma; Medicine; Immune system; Cancer research; Biomarker; Disease; Oncology; Immunology; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006710753,0.0004464702,0.001455161,0.000242116,0.000145573,0.0001003527,0.0003690435,0.0002520522,0.0003066951],"category_scores_gemma":[0.00004014251,0.000213918,0.0006785559,0.0004153071,0.0001703213,0.00006047783,0.00009066181,0.0003178,0.0001049367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190473,"about_ca_system_score_gemma":0.001663432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009691959,"about_ca_topic_score_gemma":0.00005946127,"domain_scores_codex":[0.9979803,0.0001603845,0.0007024079,0.000354094,0.0003684001,0.0004344211],"domain_scores_gemma":[0.9985844,0.0001443409,0.0005134743,0.0005045346,0.00005829724,0.0001949197],"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":[0.00003904194,0.0003825278,0.0002424778,0.001339939,0.0008211383,0.000130368,0.000072643,2.533197e-7,2.967291e-7,0.00004304171,0.01188121,0.985047],"study_design_scores_gemma":[0.002399682,0.0001003818,0.002877069,0.01712242,0.002118318,0.00413138,0.00002601824,0.0000186043,0.000002399759,0.0000449329,0.9709339,0.0002249545],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001243291,0.9956756,0.00002186732,0.000732047,0.0006609597,0.0006438513,0.00003623468,0.00001454061,0.002090556],"genre_scores_gemma":[0.0001846508,0.9969006,0.000190496,0.0002287837,0.001595118,0.000289987,0.00002097645,0.00006674869,0.0005226786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848221,"threshold_uncertainty_score":0.8723321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2594286816409469,"score_gpt":0.3872389197914404,"score_spread":0.1278102381504935,"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."}}