{"id":"W2054534658","doi":"10.1002/ajh.23205","title":"The prognostic significance of lymphopenia in peripheral T‐cell and natural killer/T‐cell lymphomas: A study of 826 cases from the International Peripheral T‐cell Lymphoma Project","year":2012,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Institutes of Health","keywords":"Lymphoma; Anaplastic large-cell lymphoma; Medicine; Peripheral T-cell lymphoma; T-cell lymphoma; Internal medicine; Anaplastic lymphoma kinase; Not Otherwise Specified; Natural killer cell; Gastroenterology; Pathology; T cell; Immunology; Biology; Immune system; Cytotoxic T cell; Pleural effusion","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":[0.0003825609,0.0002895384,0.0009607847,0.0001266752,0.00009805207,0.00002791981,0.0003872816,0.00005532797,0.00003138167],"category_scores_gemma":[0.0001890695,0.0001575217,0.0001815783,0.0002911493,0.0006086548,0.0001406223,0.0001204555,0.0001409334,0.00000155251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276697,"about_ca_system_score_gemma":0.0005315472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610267,"about_ca_topic_score_gemma":0.0002686555,"domain_scores_codex":[0.9974771,0.0003784731,0.001003737,0.0002434534,0.0004904925,0.0004068052],"domain_scores_gemma":[0.9964559,0.001663204,0.001214845,0.0003230349,0.0002178436,0.0001251853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001707778,0.005336646,0.9753547,0.00003734676,0.000333617,0.0004574091,0.008491655,0.000006153602,0.001311779,0.00003746319,0.0003728832,0.006552599],"study_design_scores_gemma":[0.02120588,0.00651712,0.8881476,0.0002486754,0.0006098234,0.005859155,0.06477763,0.0001771063,0.01075855,0.00003007483,0.001351876,0.0003165326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864208,0.01145199,0.00000333021,0.0006242206,0.0005178709,0.0007314978,0.00001112387,0.00000612984,0.0002330459],"genre_scores_gemma":[0.9983737,0.0005724627,0.0005714482,0.0001890768,0.0001276478,0.00006416277,0.000004698825,0.00002705337,0.00006969783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08720709,"threshold_uncertainty_score":0.642355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227267775496676,"score_gpt":0.2720979502373004,"score_spread":0.2598252724823336,"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."}}