{"id":"W1600734675","doi":"10.1002/cncr.26687","title":"Limited‐stage diffuse large B‐cell lymphoma treated with abbreviated systemic therapy and consolidation radiotherapy","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; Diffuse large B-cell lymphoma; Internal medicine; Stage (stratigraphy); Oncology; Rituximab; Chemotherapy; Lymphoma; B symptoms; Surgery","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":[0.00007251794,0.000212748,0.0003345087,0.00006674237,0.00007235634,0.00002484737,0.00003167329,0.0000846387,0.0002054594],"category_scores_gemma":[0.000003461853,0.000133621,0.00004576752,0.0001536413,0.00004268898,0.00011293,0.000006630536,0.00003195975,0.00001502385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427333,"about_ca_system_score_gemma":0.00008120331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728976,"about_ca_topic_score_gemma":0.000008848872,"domain_scores_codex":[0.9991103,0.00004697627,0.0001637266,0.0002154802,0.0001416846,0.0003217992],"domain_scores_gemma":[0.999349,0.00004692267,0.0001007047,0.0002384121,0.00006583196,0.0001991435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006376278,0.002769277,0.9660127,0.0001193834,0.0003601683,0.00003310228,0.0008584248,8.0273e-7,0.006485314,0.00009441155,0.0009103105,0.02171845],"study_design_scores_gemma":[0.07870809,0.0007759471,0.8142104,0.000521294,0.000330916,0.0002029783,0.0002469583,0.0002140243,0.0404866,7.241256e-7,0.06391288,0.0003891833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361503,0.06225499,0.00002452517,0.0001607169,0.00007162298,0.0006591952,0.00005187449,0.0000814247,0.0005453861],"genre_scores_gemma":[0.9737743,0.02332915,0.00006986086,0.0008392258,0.0001539418,0.0002690346,0.00006877616,0.00003930749,0.00145645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518023,"threshold_uncertainty_score":0.5448906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186877575321695,"score_gpt":0.2707823273846517,"score_spread":0.2489135516314347,"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."}}