{"id":"W2023637084","doi":"10.1016/j.leukres.2012.08.019","title":"Outcomes of adult patients with relapsed acute lymphoblastic leukemia following frontline treatment with a pediatric regimen","year":2012,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Chemotherapy; Regimen; Lymphoblastic Leukemia; Salvage therapy; Acute lymphocytic leukemia; Internal medicine; Induction chemotherapy; Oncology; Surgery; Leukemia","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":[0.000962084,0.0007164778,0.001419812,0.001157237,0.0003548379,0.00006057732,0.0005684496,0.000404673,0.0001371531],"category_scores_gemma":[0.0006806863,0.000438112,0.0003164027,0.002136406,0.000485699,0.0005201135,0.0003135304,0.0009082356,0.0002801332],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01821721,"about_ca_system_score_gemma":0.007811246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479739,"about_ca_topic_score_gemma":0.00006653109,"domain_scores_codex":[0.9910277,0.0003884173,0.0008545489,0.0009400045,0.004276441,0.002512951],"domain_scores_gemma":[0.9939054,0.001483835,0.0002800357,0.001590927,0.001502067,0.00123774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00772197,0.001259635,0.9825406,0.0002698435,0.001949518,0.0004057672,0.001196539,0.00003887039,0.0004362675,0.000131688,0.002348639,0.00170065],"study_design_scores_gemma":[0.09520907,0.01705322,0.8746988,0.0005931927,0.002549052,0.0001827371,0.0008418976,0.001845391,0.004639426,0.00003989798,0.001226888,0.001120492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934036,0.000267687,0.0002897678,0.0002937345,0.0001501521,0.002363916,0.00006667397,0.000145744,0.003018743],"genre_scores_gemma":[0.9873319,0.0001982912,0.004736641,0.0001169006,0.0004035382,0.0004280118,0.0001922258,0.0002237698,0.00636872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078419,"threshold_uncertainty_score":0.9998071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023815076695471,"score_gpt":0.3091990927972103,"score_spread":0.2889609420302556,"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."}}