{"id":"W2106198555","doi":"10.1158/1535-7163.mct-05-0146","title":"Transcript profiling in peripheral T-cell lymphoma, not otherwise specified, and diffuse large B-cell lymphoma identifies distinct tumor profile signatures","year":2005,"lang":"en","type":"article","venue":"Molecular Cancer Therapeutics","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Cancer research; Lymphoma; Biology; Diffuse large B-cell lymphoma; Immune system; Tumor microenvironment; Immunology","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":[0.0001310637,0.0001055774,0.0001337891,0.0004579958,0.0001449668,0.0002441704,0.00006970147,0.0001523511,0.0006960827],"category_scores_gemma":[0.0002977457,0.00006591931,0.0001108609,0.0003763149,0.0001710203,0.00007875372,0.0001408867,0.0001307724,0.0001597819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678887,"about_ca_system_score_gemma":0.0001103363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617579,"about_ca_topic_score_gemma":0.001239589,"domain_scores_codex":[0.9998505,0.00002513263,0.00001160831,0.00003909216,0.00003893557,0.00003466642],"domain_scores_gemma":[0.9998739,0.00003469412,0.00003612727,0.00001059008,0.00002335392,0.00002133516],"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":[0.0009208946,0.00003425662,0.07616861,0.00007818941,0.00002369571,0.0004605836,0.0002708143,0.0001304485,0.9116067,0.0001138861,0.00008991945,0.01010208],"study_design_scores_gemma":[0.00006965185,0.001059254,0.8123078,0.00001972144,0.0001308601,0.004571776,0.0008670115,0.00200459,0.1752148,0.0002720736,0.003467811,0.0000146396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982011,0.0003429438,0.0006499771,0.00001814187,0.000003002142,0.00001104998,0.0003675899,0.00001056254,0.0003956078],"genre_scores_gemma":[0.997579,0.0001733619,0.0007739339,0.00002989983,0.000004012632,0.00002800335,0.0009461137,0.000005598715,0.0004599597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006960827,"threshold_uncertainty_score":0.002328634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581545197103762,"score_gpt":0.2625357891127456,"score_spread":0.246720337141708,"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."}}