{"id":"W2045378618","doi":"10.1182/blood-2007-10-119974","title":"Autoimmune disorders and risk of non-Hodgkin lymphoma subtypes: a pooled analysis within the InterLymph Consortium","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":624,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Lymphoma; Immunology; Hodgkin lymphoma; Oncology; Internal medicine","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":[0.0001692068,0.0001783012,0.0004983523,0.0001460193,0.0001320765,0.00001070083,0.00009141368,0.00006919276,0.00003935177],"category_scores_gemma":[0.00008448552,0.0001072067,0.0002468904,0.0004682519,0.0002615175,0.00003713195,0.00004860075,0.0000456995,0.00001068894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092692,"about_ca_system_score_gemma":0.0001260498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228092,"about_ca_topic_score_gemma":0.0003390934,"domain_scores_codex":[0.9989161,0.00007271345,0.0003646591,0.0002600839,0.00021209,0.000174366],"domain_scores_gemma":[0.998998,0.000162637,0.0002319472,0.0004686661,0.00005757057,0.00008120587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001260822,0.001767862,0.9841176,0.00002067234,0.007545515,0.00005797077,0.001727415,0.00001111276,0.0002790899,0.00005736658,0.00005410596,0.00423521],"study_design_scores_gemma":[0.008457598,0.0004314826,0.9736021,0.00003900586,0.01218675,0.0001079702,0.000378312,0.0006003533,0.003952484,0.00003576493,0.00009898691,0.0001092082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996012,0.002463018,0.00003762593,0.00024763,0.0000442598,0.0003073997,0.00002327065,0.00003093168,0.0008338696],"genre_scores_gemma":[0.9975353,0.001768544,0.0003246761,0.00008762526,0.00002075501,0.00004922825,0.00001844838,0.00001527888,0.0001801049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051551,"threshold_uncertainty_score":0.4371762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006547399161925972,"score_gpt":0.2263341170731123,"score_spread":0.2197867179111863,"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."}}