{"id":"W4389246804","doi":"10.1182/blood-2023-182412","title":"Inflammatory Signatures Define a New High-Risk T-Lineage ALL Subtype","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University of Guelph; University of Toronto; University Health Network","funders":"","keywords":"Immunophenotyping; Myeloid; Biology; Leukemia; Lineage (genetic); T cell; Immunology; Phenotype; Cancer; Cancer research; Medicine; Antigen; Genetics; Gene; Immune system","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":[0.0001693578,0.0002364736,0.0003693524,0.0006432104,0.000295504,0.000646702,0.0002396284,0.0003082055,0.001421908],"category_scores_gemma":[0.0002760684,0.0001375997,0.0002439926,0.0005871956,0.0002080895,0.000194457,0.0004627553,0.0004812624,0.0004520294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919385,"about_ca_system_score_gemma":0.0001520342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005636423,"about_ca_topic_score_gemma":0.0009661977,"domain_scores_codex":[0.9998203,0.00001864006,0.00001572493,0.00004864859,0.0000421601,0.00005452261],"domain_scores_gemma":[0.9998621,0.0000131763,0.0000499823,0.00001973825,0.00001707697,0.00003803983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002323666,0.0002852488,0.5267664,0.0000828135,0.0000836849,0.002263801,0.0004853865,0.0004196572,0.4432876,0.0007180303,0.001009053,0.02227469],"study_design_scores_gemma":[0.00008398963,0.0007938677,0.9566723,0.00002030278,0.0001109289,0.01383382,0.0009669683,0.002325465,0.01636826,0.0009986622,0.007798047,0.00002740347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977261,0.0002177157,0.0006510304,0.00004865961,0.000005289609,0.00003254665,0.0003417775,0.00001769752,0.0009592639],"genre_scores_gemma":[0.9960428,0.0003099477,0.001510243,0.0001412689,0.00003362582,0.00004248217,0.001379713,0.00002076217,0.0005191439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421908,"threshold_uncertainty_score":0.004756749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604373337376289,"score_gpt":0.2691725415948082,"score_spread":0.2531288082210453,"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."}}