{"id":"W2889797671","doi":"10.1002/em.22216","title":"Genomic chaos in peripheral blood lymphocytes of Hodgkin's lymphoma patients one year after ABVD chemotherapy/radiotherapy","year":2018,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Consejo Nacional de Ciencia y Tecnología; Instituto Nacional de Pediatria","keywords":"ABVD; Vinblastine; Radiation therapy; Dacarbazine; Chemotherapy; Bleomycin; Biology; Genome instability; Cancer; Lymphoma; Pathology; Clonogenic assay; Cancer research; Oncology; Internal medicine; Medicine; Immunology; Genetics; Vincristine; Cell; DNA damage; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009500916,0.0001386044,0.00025104,0.0006994185,0.0003644504,0.000338523,0.00009810698,0.0002669086,0.0008547548],"category_scores_gemma":[0.000519651,0.0001197675,0.0001132361,0.0004931885,0.0001588206,0.0001601106,0.0001840337,0.0002623744,0.0001870649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823456,"about_ca_system_score_gemma":0.00007974127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517272,"about_ca_topic_score_gemma":0.00131141,"domain_scores_codex":[0.9998807,0.00001771835,0.00001172578,0.00003203273,0.00002768593,0.00003017617],"domain_scores_gemma":[0.9997427,0.00005781598,0.00008033508,0.00001670164,0.00004037784,0.00006204867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001490605,0.0001592465,0.9320048,0.00004210596,0.00003786822,0.004241165,0.001541204,0.0001412005,0.04472424,0.00003748341,0.0001407294,0.01543924],"study_design_scores_gemma":[0.00001474577,0.0007748863,0.9921199,0.000004135713,0.00003066382,0.004057845,0.0003597116,0.00009497329,0.002033579,0.00002047454,0.0004819118,0.000007179116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994283,0.0002083007,0.00003502265,0.000007620507,0.000001720116,0.000003585769,0.0000346781,0.000003029876,0.0002776867],"genre_scores_gemma":[0.999604,0.00007377585,0.00002134324,0.00001125322,0.000003437264,0.000002975286,0.00007445858,8.821262e-7,0.0002078186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001517272,"threshold_uncertainty_score":0.003016949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003322186183471124,"score_gpt":0.1889120220076172,"score_spread":0.1855898358241461,"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."}}