{"id":"W2163510906","doi":"10.1093/annonc/mdh392","title":"Characterization of peripheral T-cell lymphomas in a single North American institution by the WHO classification","year":2004,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":365,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; CHOP; Anaplastic large-cell lymphoma; Peripheral T-cell lymphoma; Lymphoma; Internal medicine; International Prognostic Index; T-cell lymphoma; Oncology; Not Otherwise Specified; Chemotherapy; B symptoms; Gastroenterology; Pathology; Diffuse large B-cell lymphoma; T cell; 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":[0.0007451099,0.0002373074,0.0003541324,0.00270787,0.0004911244,0.0008317276,0.0004654329,0.0003515417,0.001346954],"category_scores_gemma":[0.002474222,0.0002607653,0.0002399079,0.002043826,0.0004375254,0.0006009091,0.0005256222,0.0002728795,0.0002846582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008477423,"about_ca_system_score_gemma":0.001513735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01674926,"about_ca_topic_score_gemma":0.0254448,"domain_scores_codex":[0.9990628,0.0002017492,0.00008545362,0.0001587294,0.0001549877,0.0003362003],"domain_scores_gemma":[0.9979327,0.0003734505,0.0007538305,0.0001311775,0.0004366697,0.0003721208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005917807,0.00001486376,0.9968352,0.000003869995,0.000007871484,0.0001623863,0.0001463913,0.00005206121,0.0004042267,0.00002354514,0.0001537498,0.002136725],"study_design_scores_gemma":[0.000003377143,0.00005156485,0.9973808,0.000006652638,0.00001774827,0.0009244664,0.0007899553,0.0002868989,0.000154215,0.00002493644,0.0003561614,0.000003169617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986917,0.0001322411,0.00009498667,0.00003751592,0.000002907671,0.00000979924,0.0001567256,0.000006851529,0.0008673092],"genre_scores_gemma":[0.9994146,0.00007803463,0.0001334981,0.00002557499,0.000008116101,0.000008756971,0.0001885029,0.000005426718,0.0001375081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01674926,"threshold_uncertainty_score":0.03330356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516227630065911,"score_gpt":0.3209718690295545,"score_spread":0.2693491060229634,"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."}}