{"id":"W2026171879","doi":"10.1038/modpathol.3800409","title":"Immunohistochemical detection of cdc2 is useful in predicting survival in patients with mantle cell lymphoma","year":2005,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"University of Alberta","keywords":"Mantle cell lymphoma; Immunohistochemistry; International Prognostic Index; Mantle zone; Lymphoma; Tissue microarray; Medicine; Pathology; Internal medicine; Clinical significance; Univariate analysis; Stage (stratigraphy); Oncology; Biology; Cancer research; Germinal center; Diffuse large B-cell lymphoma; Multivariate analysis; Antibody; Immunology; B cell","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":[0.00009030934,0.0001244997,0.0003049943,0.0001311883,0.00001580942,0.000002273922,0.00004525056,0.0001253058,0.00001547277],"category_scores_gemma":[0.00001515296,0.0001033254,0.00004027718,0.0001039619,0.0000482704,0.00004484127,0.00003171056,0.00006719788,0.00001006156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254388,"about_ca_system_score_gemma":0.00004084208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450267,"about_ca_topic_score_gemma":0.0001583578,"domain_scores_codex":[0.9990379,0.0000414401,0.0002828907,0.0002678889,0.0001530095,0.0002168218],"domain_scores_gemma":[0.9995804,0.00003580564,0.00008590302,0.0002171381,0.00004150506,0.00003919848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005619132,0.002048489,0.9725212,0.00002735748,0.00001213174,0.00006881875,0.0011686,0.00002816471,0.009379482,0.000001177488,0.000004460237,0.01417821],"study_design_scores_gemma":[0.01116953,0.0005100765,0.9301152,0.0000526894,0.00003073444,0.00002041748,0.00003423393,0.0009747859,0.0569668,0.00001687715,0.00002864289,0.00007998628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998794,0.0002041789,0.00008885181,0.00007291575,0.00005053827,0.0002696193,0.00001050252,0.0000165062,0.0004929184],"genre_scores_gemma":[0.9994838,0.00001553905,0.0002782547,0.00007953391,0.00002315122,0.00004050796,0.00001988415,0.00001742938,0.00004195048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04758732,"threshold_uncertainty_score":0.4213488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006463149020435679,"score_gpt":0.2145666347074684,"score_spread":0.2081034856870327,"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."}}