{"id":"W2059334385","doi":"10.1182/asheducation-2008.1.280","title":"Prognosis and Primary Therapy in Peripheral T-Cell Lymphomas","year":2008,"lang":"en","type":"article","venue":"Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Peripheral; Oncology; Lymphoma; Internal medicine; Cancer research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428964,0.0001082323,0.0003359547,0.0003222527,0.0002081884,0.0004811619,0.0001513166,0.0003009622,0.002289889],"category_scores_gemma":[0.002074236,0.00005902105,0.0001904211,0.000342139,0.0001714564,0.0003929409,0.0002617205,0.0003183614,0.0008257649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727109,"about_ca_system_score_gemma":0.0002392969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004403086,"about_ca_topic_score_gemma":0.0006316915,"domain_scores_codex":[0.999772,0.0000556218,0.00002112749,0.00003367282,0.00004079236,0.00007688938],"domain_scores_gemma":[0.99903,0.0002051896,0.0002994479,0.00006828819,0.0001147757,0.0002823495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004129965,0.0001409249,0.8596628,0.0000957747,0.0001059921,0.002381814,0.0002071974,0.001173791,0.003652366,0.0004797178,0.003515313,0.1244545],"study_design_scores_gemma":[0.00007260565,0.00129483,0.9810616,0.00008106569,0.0001478216,0.007893297,0.0001982214,0.00117902,0.00109822,0.001305627,0.005651935,0.00001566481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671382,0.01638498,0.0009224777,0.001126169,0.00009033617,0.0000202727,0.0007385617,0.00007457074,0.01350437],"genre_scores_gemma":[0.997131,0.00122795,0.0001010744,0.0001408118,0.00005825105,0.00000815702,0.0004707142,0.00001075442,0.0008512972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289889,"threshold_uncertainty_score":0.007660449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204543091390308,"score_gpt":0.2442660337133335,"score_spread":0.2238117245743027,"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."}}