{"id":"W4379981685","doi":"10.1002/hon.3164_210","title":"Biological and clinical relevance of CD79 protein and gene expression in diffuse large B‐cell lymphoma","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Lymphoma; Medicine; Internal medicine; Rituximab; Immunohistochemistry; Oncology; Germinal center; Hematology; Pathology; Antibody; B cell; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004561788,0.0001629841,0.0008791299,0.00008383171,0.00004026912,0.000003908568,0.00005775629,0.0004732773,0.00003830929],"category_scores_gemma":[0.000660231,0.00009832522,0.00008195216,0.0001872783,0.0002937604,0.00002461393,0.0002231189,0.0001146909,0.00003567189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005634469,"about_ca_system_score_gemma":0.00006127296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000538282,"about_ca_topic_score_gemma":0.000008081422,"domain_scores_codex":[0.9982423,0.000249231,0.0005929358,0.0004667859,0.0001135364,0.0003352301],"domain_scores_gemma":[0.9984142,0.001034467,0.0001460367,0.0001890542,0.00003116572,0.0001850987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009403012,0.015093,0.9525166,0.0001214669,0.00002810269,0.00285101,0.0000957536,7.115608e-8,0.01297942,0.001168798,0.0004137908,0.01379172],"study_design_scores_gemma":[0.03070106,0.003745107,0.9336785,0.0001658271,0.00004030783,0.0003990376,0.0001399796,0.0001336779,0.024023,0.001146841,0.005665256,0.0001613732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963508,0.001352177,0.00001279137,0.001048422,0.00004889233,0.0005945648,0.000009137616,0.00005055943,0.0005327127],"genre_scores_gemma":[0.9935718,0.003285074,0.002647988,0.0002400047,0.00002834483,0.0001261973,0.00001759843,0.000008101389,0.00007491445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02976076,"threshold_uncertainty_score":0.4009586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289518463836473,"score_gpt":0.358162743577938,"score_spread":0.3052675589395733,"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."}}