{"id":"W3048595135","doi":"10.1002/pbc.28543","title":"How we approach Philadelphia chromosome‐positive acute lymphoblastic leukemia in children and young adults","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Dasatinib; Imatinib; Lymphoblastic Leukemia; Philadelphia chromosome; Oncology; Internal medicine; Tyrosine-kinase inhibitor; Chemotherapy; Hematopoietic stem cell transplantation; Leukemia; Disease; Chromosomal translocation; Cancer; Gene; Genetics; Myeloid 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":[0.0001280955,0.0004882373,0.0007653416,0.0003167349,0.0001157781,0.00009936081,0.0003076808,0.0003039457,0.00006650473],"category_scores_gemma":[0.0001947596,0.000434493,0.0001290247,0.001436347,0.0001750197,0.0002805519,0.0002986764,0.0006787818,0.00002474383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145138,"about_ca_system_score_gemma":0.002093968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008505324,"about_ca_topic_score_gemma":0.00002535413,"domain_scores_codex":[0.9966442,0.0000802315,0.0004297226,0.00110018,0.0008523345,0.0008933495],"domain_scores_gemma":[0.9984618,0.0001296093,0.0001700977,0.0003388244,0.0001619677,0.000737746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00592975,0.001095262,0.9309117,0.003340635,0.003318455,0.001779807,0.01050907,0.0003480874,0.003545064,0.0001268237,0.02972449,0.009370819],"study_design_scores_gemma":[0.08928473,0.003213104,0.840664,0.0007267331,0.009377887,0.003866224,0.0009260404,0.04548373,0.003380362,0.00006254242,0.0004091317,0.002605472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776403,0.01141425,0.0003029178,0.008195552,0.0001357381,0.001488389,0.0003268187,0.0001535474,0.0003424398],"genre_scores_gemma":[0.9802963,0.01459947,0.0006855676,0.0008245354,0.002931886,0.0002552174,0.0001229145,0.0001042069,0.0001798864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09024769,"threshold_uncertainty_score":0.9998107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009826727037916927,"score_gpt":0.2396205497182869,"score_spread":0.2297938226803699,"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."}}