{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072382,0.0004468824,0.0003716819,0.00125728,0.0002099812,0.0007393629,0.0002969602,0.0002852151,0.002632604],"category_scores_gemma":[0.00205113,0.0001088909,0.0003648135,0.0006788672,0.0002288802,0.0003970024,0.0006815961,0.000373984,0.0006400244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914428,"about_ca_system_score_gemma":0.0002603718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030976,"about_ca_topic_score_gemma":0.0005026641,"domain_scores_codex":[0.9996048,0.0001341827,0.00004069217,0.00006589037,0.0001143828,0.00004019919],"domain_scores_gemma":[0.9993493,0.0001647144,0.0002084909,0.00003965995,0.0001179713,0.0001199467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000901624,0.0000369982,0.9308829,0.00008404388,0.000145163,0.0002209871,0.0000635278,0.0006091052,0.003888958,0.0001163278,0.0008145925,0.06223589],"study_design_scores_gemma":[0.00004944978,0.0007176614,0.9794963,0.00005701566,0.0003988388,0.002659431,0.0001663934,0.009857786,0.002537754,0.0006689315,0.003365957,0.00002442445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892785,0.002637704,0.003612353,0.0002598325,0.0000692488,0.00004745125,0.0004455239,0.0001135163,0.003535871],"genre_scores_gemma":[0.9974071,0.0002708093,0.001383615,0.00002000117,0.00006389842,0.00001953164,0.0004119257,0.000007783307,0.0004152934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002632604,"threshold_uncertainty_score":0.008807003,"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."}}