{"id":"W1503750180","doi":"10.1002/cncr.25117","title":"Long‐term outcomes for patients with limited stage follicular lymphoma","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Stage (stratigraphy); Lymph node; Follicular lymphoma; Internal medicine; Lymphoma; Follicular phase; Radiation therapy; B symptoms; Lymph; Survival rate; Gastroenterology; Surgery; Pathology","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":[0.00002239238,0.0001445715,0.0002347417,0.00003807476,0.00005515266,0.00001725743,0.00004788838,0.00006274375,0.0002240842],"category_scores_gemma":[0.00002321397,0.00008709772,0.00009503141,0.00006272915,0.00003465157,0.00004822701,0.0000134583,0.00002935531,0.00001442365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275219,"about_ca_system_score_gemma":0.0001095863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006936252,"about_ca_topic_score_gemma":0.0001701524,"domain_scores_codex":[0.9992936,0.000003866878,0.0001141254,0.0002146047,0.000165952,0.0002078624],"domain_scores_gemma":[0.9993582,0.00004165178,0.00005696435,0.0002813013,0.0001294854,0.000132349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844428,0.0006530682,0.9691963,0.00004443987,0.0002331427,0.00002054054,0.00005083199,4.707484e-7,0.00005965783,0.00008724228,0.000772393,0.02869747],"study_design_scores_gemma":[0.01178612,0.0003306867,0.9672092,0.00004701294,0.0002131012,0.000001421801,0.000004394391,0.00000735932,0.00162123,0.000003854727,0.01866265,0.0001129999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977471,0.0001421615,0.00001930485,0.0004747431,0.0003346073,0.0008150939,0.0001091876,0.000041313,0.0003165263],"genre_scores_gemma":[0.9957639,0.00002907313,0.0003982815,0.0008713526,0.00009497518,0.0005957085,0.000111055,0.00002805651,0.002107608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02858447,"threshold_uncertainty_score":0.3551742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607707559543067,"score_gpt":0.2879694780512765,"score_spread":0.2718924024558458,"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."}}