{"id":"W2766789916","doi":"10.1007/s00262-017-2070-3","title":"Absolute lymphocyte counts at end of induction correlate with distinct immune cell compartments in pediatric B cell precursor acute lymphoblastic leukemia","year":2017,"lang":"en","type":"article","venue":"Cancer Immunology Immunotherapy","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"University of British Columbia; Canadian Institutes of Health Research; Leukemia and Lymphoma Society of Canada; European Hematology Association","keywords":"Immune system; Precursor cell; Lymphoblastic Leukemia; Lymphocyte; Immunology; Leukemia; Cell; Biology; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002265312,0.0004193751,0.0008188632,0.0003155525,0.0002989715,0.00003645679,0.0006360243,0.0003558451,0.0008528364],"category_scores_gemma":[0.00002519208,0.000355373,0.0001360951,0.0002595468,0.0008127012,0.0001978427,0.0001936902,0.0004315348,0.0003372041],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004782603,"about_ca_system_score_gemma":0.00222576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007416634,"about_ca_topic_score_gemma":0.00004936382,"domain_scores_codex":[0.9975498,0.00009516337,0.0006537233,0.0005464345,0.0004368506,0.0007180274],"domain_scores_gemma":[0.9975612,0.0001295828,0.0007616022,0.001251732,0.0002030093,0.00009288334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06914889,0.00256706,0.2546505,0.001371989,0.004951796,0.001217124,0.004074698,0.0005276413,0.5836341,0.00009457277,0.007256131,0.07050557],"study_design_scores_gemma":[0.03977496,0.001444075,0.8914828,0.000314115,0.0004721595,0.0002925186,0.00005090049,0.0008335988,0.05606289,0.00002881458,0.00863355,0.0006095794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761136,0.01462292,0.00009132652,0.0001038661,0.001088478,0.0009643024,0.00007475298,0.00005312587,0.006887695],"genre_scores_gemma":[0.9721954,0.01672639,0.0001627422,0.00006506444,0.0001117423,0.0002552691,0.00006997401,0.0001033512,0.01031001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6368324,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436864876251433,"score_gpt":0.2812484459597366,"score_spread":0.2668797971972223,"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."}}