{"id":"W2124478207","doi":"10.1002/cncr.29066","title":"Prognostic factors for advanced‐stage human immunodeficiency virus‐associated classical Hodgkin lymphoma treated with doxorubicin, bleomycin, vinblastine, and dacarbazine plus combined antiretroviral therapy: A multi‐institutional retrospective study","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Dacarbazine; Bleomycin; Vinblastine; Medicine; ABVD; Doxorubicin; Stage (stratigraphy); Lymphoma; Oncology; Human immunodeficiency virus (HIV); Hodgkin lymphoma; Chemotherapy; Internal medicine; Virology; Cancer research; Vincristine; Cyclophosphamide","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":[0.0002359432,0.0005740904,0.001003708,0.0001794862,0.0006210661,0.00007026931,0.0001555292,0.0002100117,0.00006565529],"category_scores_gemma":[0.000436761,0.0004060867,0.0001590566,0.0005984216,0.0003998378,0.0002070762,0.00004632941,0.0002728655,0.00000192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253075,"about_ca_system_score_gemma":0.0004643114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091486,"about_ca_topic_score_gemma":0.001099381,"domain_scores_codex":[0.9973584,0.0001045646,0.0004742992,0.0008394418,0.0005288681,0.000694371],"domain_scores_gemma":[0.9984461,0.000123356,0.0003603106,0.0003216895,0.0005424893,0.0002060234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003605729,0.002125071,0.9686258,0.0000573017,0.0006557258,0.00001892652,0.0009992196,0.0001975527,0.02063412,0.0002825786,0.0002024645,0.002595481],"study_design_scores_gemma":[0.05743577,0.0136308,0.9211234,0.0002287917,0.0004312474,0.000002907688,0.001019605,0.003825354,0.001277463,0.00002596482,0.0004352044,0.0005634443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947087,0.0008607233,0.0003853012,0.000150903,0.0001664784,0.002809594,0.0002671395,0.0002298119,0.0004213304],"genre_scores_gemma":[0.9974373,0.0001272484,0.0000768581,0.0002809069,0.00008271401,0.0005640727,0.0002658469,0.00008692773,0.001078137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05383004,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929215116655824,"score_gpt":0.2875435811857195,"score_spread":0.2682514300191613,"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."}}