{"id":"W2136038764","doi":"10.1002/path.1986","title":"Prognostic significance of PU.1 in follicular lymphoma","year":2006,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"International Prognostic Index; Follicular lymphoma; Medicine; Lymphoma; Germinal center; Internal medicine; Immunohistochemistry; Malignancy; Pathological; Oncology; CD20; Pathology; Diffuse large B-cell lymphoma; Immunology; B cell; 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":[0.0004298998,0.00007469251,0.000311623,0.00009244859,0.00001519535,0.00000190242,0.00008221984,0.0000482763,0.0000178253],"category_scores_gemma":[0.00008212157,0.00004101748,0.00008929989,0.000125233,0.00009031576,0.00002378013,0.00001404883,0.0000532001,0.000006010047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007129352,"about_ca_system_score_gemma":0.0001066281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000758392,"about_ca_topic_score_gemma":0.00002407375,"domain_scores_codex":[0.9991325,0.0001285816,0.0003991043,0.00005671211,0.0001505232,0.0001326463],"domain_scores_gemma":[0.9992669,0.0001962384,0.0002774236,0.0001389071,0.00009036073,0.00003012674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005500928,0.002264328,0.9301337,0.00005205917,0.00009132736,0.007486077,0.0004552889,0.0001868958,0.0467722,0.0009997984,0.0008044977,0.01020371],"study_design_scores_gemma":[0.003383202,0.0008852379,0.9701881,0.00009799941,0.0002121679,0.00451201,0.0000905354,0.00001443883,0.01902294,0.001096054,0.0004572835,0.00004006399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953215,0.002660042,0.00007592241,0.001024342,0.00008183014,0.0001712509,0.000001837769,0.000002664596,0.0006606517],"genre_scores_gemma":[0.9991128,0.0001498208,0.0004573736,0.000124564,0.00009026279,0.00000528535,0.000001022946,0.000006606675,0.00005228403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04005435,"threshold_uncertainty_score":0.1672644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115915767737949,"score_gpt":0.2522099009864713,"score_spread":0.2410507433090918,"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."}}