{"id":"W3021897149","doi":"10.1158/2326-6074.tumimm18-b63","title":"Abstract B63: Immune gene expression profiling of acute myeloid leukemia identifies predictors of survival and actionable targets for treatment","year":2020,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Immune system; Myeloid; Immunotherapy; Immune checkpoint; Cancer immunotherapy; Biology; Gene expression profiling; Tumor microenvironment; Immunology; Cancer research; Innate immune system; Medicine; Gene; Gene expression; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001791933,0.0001848011,0.0003338853,0.0005964049,0.0001375249,0.0003030771,0.0001038782,0.0001988446,0.001708768],"category_scores_gemma":[0.0002863147,0.00006258641,0.0001318281,0.0006758393,0.0001507454,0.00009310739,0.0001405649,0.0002220911,0.0004713022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929415,"about_ca_system_score_gemma":0.000194667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508629,"about_ca_topic_score_gemma":0.0007417582,"domain_scores_codex":[0.9998651,0.000016722,0.00001090737,0.00004060306,0.00004227715,0.00002435908],"domain_scores_gemma":[0.9998902,0.0000237219,0.00003598495,0.000005869185,0.00002392775,0.00002023173],"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":[0.002481,0.0001673303,0.2882173,0.0003462059,0.0001001751,0.0001856875,0.00009376,0.001161771,0.6562355,0.00014141,0.001934268,0.04893552],"study_design_scores_gemma":[0.00006159264,0.0007382505,0.8910206,0.00004195033,0.0001432452,0.0009393046,0.000154169,0.003581276,0.09763333,0.0003278933,0.005346627,0.0000117631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909684,0.00204131,0.001656843,0.0001234745,0.00001549387,0.00003774738,0.004030203,0.00006888578,0.001057656],"genre_scores_gemma":[0.9907367,0.0006425047,0.002168255,0.0001207056,0.00002154103,0.00006823448,0.005180841,0.00001334048,0.001047898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708768,"threshold_uncertainty_score":0.005716443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833407773161575,"score_gpt":0.3758171426905015,"score_spread":0.3074830649588858,"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."}}