{"id":"W2949669062","doi":"10.1002/hon.99_2629","title":"CONCORDANCE BETWEEN IMMUNOHISTOCHEMISTRY AND GENE EXPRESSION PROFILING SUBTYPING FOR DIFFUSE LARGE B‐CELL LYMPHOMA IN THE PHASE 3 PHOENIX TRIAL","year":2019,"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":"Canadian Centre for Applied Research in Cancer Control; Spinal Cord Injury BC","funders":"","keywords":"Subtyping; Immunohistochemistry; Concordance; Diffuse large B-cell lymphoma; Medicine; Oncology; Internal medicine; Lymphoma; Germinal center; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000379422,0.0001925729,0.0007389757,0.00003515852,0.00008958216,0.00001320409,0.0001214742,0.0002883666,0.00003599997],"category_scores_gemma":[0.0001673312,0.0001129778,0.00012182,0.00007970339,0.00008081408,0.00003534398,0.00007234788,0.0001171573,0.00001643213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201341,"about_ca_system_score_gemma":0.0001421373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006252984,"about_ca_topic_score_gemma":6.718768e-7,"domain_scores_codex":[0.9985359,0.0001120937,0.0004354971,0.0004091034,0.0001327738,0.0003746692],"domain_scores_gemma":[0.9982432,0.001170501,0.0001766648,0.0002829413,0.00003710137,0.00008964498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.08607087,0.05594614,0.3516845,0.001164097,0.000183121,0.001388653,0.001807972,5.207447e-7,0.4833356,0.002073872,0.001434378,0.01491035],"study_design_scores_gemma":[0.6014941,0.005667874,0.006546008,0.0001563129,0.0001889628,0.0004034348,0.0006100124,0.0001066025,0.3751485,0.0002902691,0.009108561,0.000279381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994773,0.001421386,0.0001083137,0.0004646536,0.0001257558,0.002189383,0.00002417356,0.00003127351,0.0008620859],"genre_scores_gemma":[0.9963691,0.00009363198,0.0020385,0.000492822,0.0001249861,0.000702365,0.00009920021,0.00001241573,0.00006697646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5154232,"threshold_uncertainty_score":0.46071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413755928242088,"score_gpt":0.3608417598344579,"score_spread":0.326704200552037,"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."}}