{"id":"W2866628310","doi":"10.3324/haematol.2018.196782","title":"Interim PET-directed therapy in limited-stage Hodgkin lymphoma initially treated with ABVD","year":2018,"lang":"en","type":"letter","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"ABVD; Medicine; Interim; Stage (stratigraphy); Lymphoma; Hodgkin lymphoma; Oncology; Chemotherapy; Internal medicine; Cyclophosphamide; Vincristine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001260203,0.0009362242,0.001919089,0.0005223113,0.00009572667,0.0001202226,0.0003216465,0.0009276725,0.000804736],"category_scores_gemma":[0.00008548835,0.0005684753,0.0002812703,0.0005524625,0.0002891767,0.0001055497,0.00008835912,0.0005227689,0.0003412488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365051,"about_ca_system_score_gemma":0.000283654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005065905,"about_ca_topic_score_gemma":0.00009791081,"domain_scores_codex":[0.9964872,0.0003033309,0.0007139717,0.001123175,0.0005350754,0.0008372242],"domain_scores_gemma":[0.998079,0.0002841734,0.0004136626,0.0008422488,0.0002407918,0.0001401333],"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":[0.002701472,0.002228209,0.03789993,0.0003385365,0.001142269,0.2916156,0.0002744358,2.272405e-7,0.00007861018,0.00003344805,0.6568335,0.006853777],"study_design_scores_gemma":[0.02802513,0.01301378,0.1850901,0.003706346,0.0006120373,0.02031356,0.000124422,0.00005906435,0.007190129,0.00006023572,0.739961,0.001844208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847225,0.0008441224,0.000003844815,0.09227506,0.0001810179,0.002063855,0.0001071493,0.000802841,0.01899962],"genre_scores_gemma":[0.6978934,0.001260531,0.001011229,0.2914896,0.0007935312,0.0009244742,0.001683551,0.0001845701,0.004759023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271302,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868299079263632,"score_gpt":0.2887508560620705,"score_spread":0.2400678652694341,"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."}}