{"id":"W2799512212","doi":"10.1186/s12969-018-0233-1","title":"Development of neoplasms in pediatric patients with rheumatic disease exposed to anti-tumor necrosis factor therapies: a single Centre retrospective study","year":2018,"lang":"en","type":"article","venue":"Pediatric Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; William Osler Health System; University of Alberta","funders":"","keywords":"Medicine; Malignancy; Etanercept; Pilomatricoma; Internal medicine; Rheumatology; Infliximab; Population; Nasopharyngeal carcinoma; Disease; Oncology; Dermatology; Tumor necrosis factor alpha; Radiation therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002820306,0.0003414635,0.001128221,0.0008673244,0.0001447883,0.00002139165,0.0002630291,0.00008685933,0.000300672],"category_scores_gemma":[0.0006009433,0.000270426,0.00007372192,0.001399058,0.0001076837,0.000135331,0.0001585372,0.0002363423,0.0001415102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020729,"about_ca_system_score_gemma":0.0008914623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005289031,"about_ca_topic_score_gemma":0.0001951833,"domain_scores_codex":[0.9966918,0.0001495279,0.001192833,0.0005907381,0.0007056949,0.0006694635],"domain_scores_gemma":[0.9981526,0.0001174941,0.000421481,0.0005117038,0.0004875117,0.0003092656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008961828,0.003152929,0.9786093,0.0003559609,0.0000801512,0.00002056782,0.01596505,0.000001108953,0.0000376779,0.00000651714,0.0001622137,0.0007123665],"study_design_scores_gemma":[0.005767382,0.00139834,0.9905202,0.00006196077,0.0000742309,0.000001916454,0.001757474,0.00002469267,0.00006463083,0.000009415552,0.00004237436,0.0002773875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972596,0.0002021352,0.00007829742,0.0000938392,0.0001424973,0.002079134,0.00001460647,0.00006232167,0.00006753239],"genre_scores_gemma":[0.998863,0.00005113568,0.0008000222,0.00003565558,0.00002607395,0.0001032706,0.00001944886,0.00005319849,0.00004820211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420758,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471576056933758,"score_gpt":0.2540385606056788,"score_spread":0.2393228000363412,"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."}}