{"id":"W2558423221","doi":"10.1182/blood.v126.23.1472.1472","title":"Integrative Analysis of Diffuse Large B Cell Lymphoma Mutational Landscape: A Lysa Study","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"BCL6; Diffuse large B-cell lymphoma; Lymphoma; Germinal center; Cancer research; Biology; Gene expression profiling; Gene; B cell; Gene expression; Genetics; Immunology; Antibody","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":[0.0008030564,0.0003732807,0.0006337194,0.001043221,0.0003346083,0.0005590722,0.0002888826,0.0002024415,0.001697551],"category_scores_gemma":[0.0004885244,0.0001507726,0.001125638,0.0007698862,0.000233659,0.0001421255,0.0006490852,0.0003110702,0.0002403443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623347,"about_ca_system_score_gemma":0.0003008274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074377,"about_ca_topic_score_gemma":0.001349554,"domain_scores_codex":[0.9996727,0.00008877934,0.00001835451,0.0001386392,0.00004786574,0.00003363737],"domain_scores_gemma":[0.9996874,0.000108671,0.00005737049,0.00005032297,0.00003049801,0.0000658079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004057898,0.0009228248,0.5234296,0.0003086278,0.002143431,0.001242101,0.0004156805,0.006735797,0.3771782,0.0009921368,0.000624735,0.08194904],"study_design_scores_gemma":[0.0003256756,0.002522073,0.9106138,0.00003013215,0.002335807,0.002961295,0.0004468407,0.03986224,0.03402368,0.001319795,0.005507461,0.00005122519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966679,0.0003322781,0.002171607,0.00002329628,0.000002813273,0.00002419912,0.0004846472,0.00003248832,0.0002606302],"genre_scores_gemma":[0.9960068,0.0001105609,0.00246938,0.0000262653,0.000005035571,0.00003546064,0.001147104,0.00001957531,0.0001799316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697551,"threshold_uncertainty_score":0.005678833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655469694485807,"score_gpt":0.2774045934494269,"score_spread":0.2608498965045689,"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."}}