{"id":"W1856858118","doi":"10.1002/pbc.25620","title":"Treatment of young children with CNS‐positive acute lymphoblastic leukemia without cranial radiotherapy","year":2015,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Methotrexate; Cumulative incidence; Radiation therapy; Dexamethasone; Pediatrics; Regimen; Chemotherapy; Incidence (geometry); Conditioning regimen; Lymphoblastic Leukemia; Induction chemotherapy; Internal medicine; Young adult; Oncology; Cohort; Leukemia; 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":[0.0001161802,0.0004567359,0.0008732921,0.0002943262,0.00007804674,0.00002867445,0.0002099387,0.0001923856,0.00011595],"category_scores_gemma":[0.00003916043,0.0003186995,0.0001604912,0.0007530135,0.0002128151,0.0001323195,0.00004182768,0.0001695365,0.0000263024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00315096,"about_ca_system_score_gemma":0.006649578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957595,"about_ca_topic_score_gemma":0.0001062144,"domain_scores_codex":[0.9971101,0.00007739761,0.0004404304,0.000618224,0.001067151,0.0006867389],"domain_scores_gemma":[0.9980727,0.000107357,0.0002469413,0.0005189377,0.0004491908,0.0006048986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00578288,0.0008917103,0.9819427,0.00008144491,0.003490467,0.000338475,0.002087271,0.0002112182,0.0009462095,0.00002186596,0.001561534,0.002644291],"study_design_scores_gemma":[0.1879732,0.03021048,0.7254291,0.0002629206,0.02567703,0.006970367,0.0002432866,0.004452625,0.01638135,0.00004673489,0.0006375348,0.001715441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914564,0.005014762,0.0008058085,0.0001980704,0.0002316795,0.001218728,0.0002037577,0.0001023027,0.0007684649],"genre_scores_gemma":[0.9881021,0.005008259,0.002366439,0.0001201287,0.002751357,0.0002429285,0.00006296957,0.0001200655,0.001225688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565136,"threshold_uncertainty_score":0.9999265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126274969453541,"score_gpt":0.2835116860584532,"score_spread":0.2708841891130991,"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."}}