{"id":"W2970008309","doi":"10.1016/j.phoj.2019.08.180","title":"Prognostic significance of lymphocyte recovery in children with standard and high-risk precursor B acute lymphoblastic leukemia","year":2019,"lang":"en","type":"article","venue":"Pediatric Hematology Oncology Journal","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Internal medicine; Cohort; Retrospective cohort study; Lymphocyte; Cohort study; Gastroenterology; Pediatrics","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":[0.001114905,0.0003950305,0.001571861,0.0008854562,0.0001091065,0.00002312573,0.0003077283,0.0005726083,0.0001761916],"category_scores_gemma":[0.0008512026,0.000301967,0.0001137247,0.0007701603,0.0004607828,0.0002081897,0.0001540789,0.001074566,0.00007451629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00367338,"about_ca_system_score_gemma":0.0109457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194697,"about_ca_topic_score_gemma":0.00003217977,"domain_scores_codex":[0.9962589,0.000477443,0.001052712,0.0006363158,0.0006414914,0.0009331147],"domain_scores_gemma":[0.9962198,0.001663784,0.0009002196,0.0003855987,0.0003732604,0.000457334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005839891,0.0002183313,0.986587,0.0001860326,0.0006486169,0.0009667251,0.0002563475,0.000205963,0.0001235612,0.0000748375,0.0006885135,0.004204166],"study_design_scores_gemma":[0.04318823,0.01450789,0.8510956,0.0002375696,0.002380829,0.08498823,0.0002068675,0.000937339,0.0009454196,0.0007971576,0.0001616174,0.0005532449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944211,0.001698204,0.001537503,0.0002953576,0.0002693349,0.001390263,0.00005661547,0.00003755073,0.0002941173],"genre_scores_gemma":[0.9871202,0.004832227,0.007327398,0.0001242699,0.0002787738,0.00006602678,0.00001543632,0.00006412735,0.0001715751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354914,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005773925673899612,"score_gpt":0.2562085186651926,"score_spread":0.250434592991293,"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."}}