{"id":"W2979994330","doi":"10.1182/blood.v128.22.1093.1093","title":"A Novel Prognostic Model Based on Tumor Microenvironment Biology in Relapse Biopsies Predicts Post-Autologous Stem Cell Transplantation Outcomes in Classical Hodgkin Lymphoma","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Autologous stem-cell transplantation; Oncology; Internal medicine; Transplantation; ABVD; Concordance; Chemotherapy regimen; Chemotherapy; Vincristine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001432583,0.0006732986,0.000562969,0.001119609,0.0002767692,0.0009685344,0.0005300084,0.0004538967,0.001305819],"category_scores_gemma":[0.002261452,0.0002139338,0.0005917583,0.0003486902,0.0002832866,0.0003417258,0.0004764797,0.0004489066,0.0003837294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351195,"about_ca_system_score_gemma":0.0006643982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679003,"about_ca_topic_score_gemma":0.00203028,"domain_scores_codex":[0.9997669,0.00006856705,0.00001572142,0.0000675804,0.00003579888,0.00004544132],"domain_scores_gemma":[0.9989117,0.0005964958,0.0001899388,0.00005688902,0.0001438724,0.0001010881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052816,0.0003405048,0.825949,0.00004112194,0.0002694148,0.0002782574,0.00008269576,0.1337674,0.002974452,0.000263879,0.001217505,0.03376296],"study_design_scores_gemma":[0.00003375978,0.0002508124,0.08318415,0.00001481664,0.00009652524,0.0001847346,0.00006507443,0.9145951,0.0007781649,0.0005443795,0.0002353618,0.00001701383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980787,0.000177425,0.01748392,0.0002430473,0.00001953013,0.00004033533,0.0006755693,0.0001737887,0.000399308],"genre_scores_gemma":[0.9976864,0.00003388305,0.001499402,0.00001562407,0.00001208734,0.00002573871,0.0005038505,0.000006081017,0.0002168988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003679003,"threshold_uncertainty_score":0.007576287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177730664526755,"score_gpt":0.2241708862247011,"score_spread":0.2123935795794335,"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."}}