{"id":"W2021406325","doi":"10.1038/sj.bmt.1703790","title":"Busulfan and cyclophosphamide as a preparative regimen for allogeneic blood and marrow transplantation in patients with non-Hodgkin's lymphoma","year":2003,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Busulfan; Cyclophosphamide; Regimen; Internal medicine; Univariate analysis; Surgery; Fludarabine; Gastroenterology; Chemotherapy; Transplantation; Lymphoma; Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001493725,0.0002826661,0.0003709067,0.0001500371,0.0001008723,0.00003232569,0.00002703412,0.0001194435,0.00001064152],"category_scores_gemma":[0.00001281044,0.0002356496,0.00004678266,0.0001588646,0.00006534012,0.0001911644,0.000002290341,0.00004179523,0.000002262396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007539369,"about_ca_system_score_gemma":0.0001084926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846548,"about_ca_topic_score_gemma":0.0003044859,"domain_scores_codex":[0.9985994,0.00006200536,0.0003259181,0.0004890682,0.000241108,0.000282471],"domain_scores_gemma":[0.9993952,0.0001227918,0.0001139595,0.000143771,0.00008119304,0.0001431117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008788167,0.001190942,0.974618,0.0008176461,0.0002990454,0.0003152241,0.004250443,0.00002254163,0.003182191,0.0006544831,0.00002941156,0.005831861],"study_design_scores_gemma":[0.03672691,0.002086073,0.9325124,0.0003726808,0.001042071,0.0003067581,0.0001141614,0.00002485589,0.02625137,0.0001928898,0.00008696852,0.0002828275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961075,0.0004335601,0.0002362084,0.000140621,0.00003803892,0.001980653,0.0001133967,0.00003002869,0.0009200113],"genre_scores_gemma":[0.9945107,0.00132767,0.002776582,0.0001616543,0.00001286576,0.0004548422,0.0006080272,0.00003398895,0.0001136487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04210562,"threshold_uncertainty_score":0.9609511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005008890386667659,"score_gpt":0.2233290234796564,"score_spread":0.2183201330929888,"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."}}