{"id":"W3096131635","doi":"10.1182/blood-2020-134779","title":"An Immune Senescence and Exhaustion-Related RNA Profile Predicts Clinical Outcomes in Acute Myeloid Leukemia","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Immune system; Medicine; Oncology; Cohort; Chemotherapy regimen; Internal medicine; Gene signature; Immunology; Chemotherapy; Biology; Gene; Gene expression","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":[0.0004036554,0.0001858187,0.0002890583,0.0007024345,0.0001633706,0.0003558713,0.0001835509,0.0001864014,0.0009001194],"category_scores_gemma":[0.0008419096,0.00007273244,0.0002053324,0.0005471592,0.0001710024,0.0001276583,0.000393379,0.0002905085,0.0002631043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308277,"about_ca_system_score_gemma":0.0001761677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003803676,"about_ca_topic_score_gemma":0.0008106263,"domain_scores_codex":[0.9998034,0.00004050935,0.00002065325,0.00006563664,0.00003989721,0.00002995805],"domain_scores_gemma":[0.9996306,0.0001058786,0.0001666781,0.000024454,0.00003523872,0.00003710429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000630317,0.00009822921,0.9278515,0.0001509829,0.0001928427,0.00009027294,0.00008373425,0.001996344,0.03375759,0.0001592006,0.0007888654,0.03420016],"study_design_scores_gemma":[0.00002321022,0.0002678954,0.9859279,0.00003140085,0.0001523872,0.0003942791,0.0001252754,0.005929136,0.004031285,0.0008006846,0.002305691,0.00001076085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953982,0.0009780551,0.0009915226,0.0000804502,0.000005247768,0.0000140515,0.002025367,0.00002339165,0.000483822],"genre_scores_gemma":[0.9948651,0.0003616564,0.001016851,0.00007250667,0.00001756852,0.00002814784,0.003458631,0.00000727073,0.0001722972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009001194,"threshold_uncertainty_score":0.003011227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777264596549883,"score_gpt":0.3277602158942751,"score_spread":0.2999875699287762,"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."}}