{"id":"W4385655633","doi":"10.1097/01.hs9.0000975804.42824.bf","title":"PB2268: PAX5 ABERRANT EXPRESSION INCORPORATED IN MIPI-SP RISK SCORING SYSTEM EXHIBITS ADDITIVE VALUE IN MANTLE CELL LYMPHOMA","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Mantle cell lymphoma; Medicine; Internal medicine; Proportional hazards model; Receiver operating characteristic; Lymphoma; Oncology; PAX5; International Prognostic Index; Immunohistochemistry; Cancer research; Diffuse large B-cell lymphoma; B cell; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002884466,0.0003245701,0.000588584,0.0001996934,0.00008905087,0.00002642329,0.0001020723,0.0002040334,0.000124148],"category_scores_gemma":[0.00005706827,0.0002649097,0.0001183506,0.000966161,0.00003509822,0.000121082,0.0001142525,0.0001433307,0.0006947614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008276037,"about_ca_system_score_gemma":0.000188044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650094,"about_ca_topic_score_gemma":0.0003220061,"domain_scores_codex":[0.9977672,0.000170317,0.0005398739,0.000599248,0.0003944035,0.000528967],"domain_scores_gemma":[0.9988985,0.0002082616,0.0002091399,0.0004306064,0.00006175968,0.0001917214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006553381,0.002296501,0.9398764,0.00128727,0.0001023986,0.01170355,0.002406971,0.001064028,0.01164566,0.0002693573,0.00840463,0.02028787],"study_design_scores_gemma":[0.01813492,0.000333007,0.7833373,0.007343671,0.0001103251,0.00009191788,0.005341337,0.006240764,0.1775271,0.00007362318,0.0009887202,0.0004773901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882681,0.001060441,0.000008996168,0.00007600081,0.0002588852,0.0008507397,0.00007121523,0.0002327201,0.009172875],"genre_scores_gemma":[0.9977984,0.0004251278,0.0003459228,0.00004174836,0.0001064412,0.0003415689,0.0001497027,0.00006020992,0.0007308123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658814,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458018877564494,"score_gpt":0.2351936227245211,"score_spread":0.2206134339488762,"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."}}