{"id":"W2331817699","doi":"10.1038/sj.bmt.1702771","title":"Radiation-associated pneumonitis following autologous stem cell transplantation: predictive factors, disease characteristics and treatment outcomes","year":2001,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Melphalan; Multiple myeloma; Internal medicine; Total body irradiation; Autologous stem-cell transplantation; Transplantation; Surgery; Etoposide; Gastroenterology; Hematopoietic stem cell transplantation; Regimen; Chemotherapy; 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":[0.00007825273,0.0003058407,0.0004384376,0.0001760065,0.0002313989,0.00004927462,0.00003877278,0.0001073705,0.00003335481],"category_scores_gemma":[0.00001493113,0.0002530223,0.0001744488,0.0001542434,0.00004115284,0.000210553,0.000003347837,0.0001044928,0.00001180202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494003,"about_ca_system_score_gemma":0.0001242114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301341,"about_ca_topic_score_gemma":0.00008648229,"domain_scores_codex":[0.9983732,0.0001182059,0.0003626107,0.0003763445,0.0004029878,0.0003666442],"domain_scores_gemma":[0.9990388,0.000231356,0.0001139626,0.0001569669,0.00005579889,0.0004031287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001370998,0.0004736089,0.976427,0.0001423792,0.0003415007,0.003485371,0.0017292,0.000006418198,0.001007335,0.00000805468,0.000007560251,0.01500058],"study_design_scores_gemma":[0.006976087,0.0005671956,0.9892078,0.0001053026,0.001158614,0.00008502091,0.0001254511,0.0006061408,0.000907416,0.00001126097,0.00004996345,0.0001997636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961569,0.0002658677,0.0004648301,0.0003988407,0.0001349811,0.0009776209,0.001193988,0.0001557999,0.0002511371],"genre_scores_gemma":[0.988466,0.005187411,0.00007405897,0.00004511369,0.0000337347,0.0001262312,0.005181413,0.00003485206,0.0008511343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480081,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903151413538369,"score_gpt":0.2668742684296369,"score_spread":0.2478427542942532,"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."}}