{"id":"W3149092134","doi":"10.1182/blood.2020007507","title":"Mutational landscape of gray zone lymphoma","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"Canadian Institutes of Health Research; BC Cancer Foundation; Institut Carnot Santé Animale; Terry Fox Research Institute; Michael Smith Health Research BC","keywords":"Lymphoma; Biology; RELB; Mutation; Gene; Cancer research; Genetics; Immunology; P50","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001756906,0.00006022702,0.0001495416,0.00001937363,0.0000140717,0.000003245513,0.00002598508,0.00002629908,0.0002081653],"category_scores_gemma":[0.00002738228,0.00004548782,0.00006271188,0.00008956958,0.00001570634,0.00001664838,0.00001231457,0.00001141506,0.00007210948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006646866,"about_ca_system_score_gemma":0.00006603007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001508368,"about_ca_topic_score_gemma":0.000001350758,"domain_scores_codex":[0.9995457,0.000007019994,0.0001171079,0.0001073698,0.0001483984,0.00007438396],"domain_scores_gemma":[0.9997253,0.00003110291,0.00003588622,0.00007657102,0.00003738301,0.00009378471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001593389,0.004167437,0.9736325,0.0001316366,0.0005638298,0.0005314535,0.0007021549,0.000004452138,0.00367153,0.001643073,0.003376057,0.0114166],"study_design_scores_gemma":[0.01823201,0.0007485473,0.8974649,0.00004371182,0.0004898321,0.0001350999,0.00009621958,0.00007228198,0.07882227,0.00004065634,0.003769077,0.00008542615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930091,0.0005933697,0.0000185487,0.001591313,0.00002087929,0.0001047458,0.00001918441,0.00002608299,0.004616803],"genre_scores_gemma":[0.9983713,0.00002366936,0.0007668245,0.0006113754,0.0001042814,0.00001344489,0.00004841761,0.000006850411,0.00005382394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07616757,"threshold_uncertainty_score":0.2279264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437058357334881,"score_gpt":0.2361975682613343,"score_spread":0.2218269846879855,"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."}}