{"id":"W2011594492","doi":"10.1007/s10787-012-0158-0","title":"Do anti-TNF-α drugs increase cancer risk in rheumatoid arthritis patients?","year":2012,"lang":"en","type":"article","venue":"Inflammopharmacology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Rheumatoid arthritis; Medicine; Observational study; Lymphoma; Internal medicine; Antirheumatic Agents; Rheumatology; Randomized controlled trial; Cancer; Oncology; Dermatology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005452649,0.0002726504,0.0005647689,0.0004084425,0.0001194942,0.00001941907,0.0001613542,0.0001987477,0.004119782],"category_scores_gemma":[0.0004128356,0.0002630134,0.0001086679,0.0004513093,0.000237246,0.0002061545,0.000158664,0.0006131293,0.0004814477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044284,"about_ca_system_score_gemma":0.0003328215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940245,"about_ca_topic_score_gemma":0.0002535143,"domain_scores_codex":[0.997258,0.0004018309,0.0005213026,0.0003794566,0.0004254325,0.001013952],"domain_scores_gemma":[0.9985973,0.0002637104,0.0001486111,0.0002649628,0.0002593558,0.0004660086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008425505,0.0008140394,0.93446,0.00004264148,0.0001197005,0.0001421596,0.001465998,0.00002160895,0.004321491,0.00004220293,0.003792852,0.05393478],"study_design_scores_gemma":[0.01886516,0.0003487093,0.9295575,0.0001455953,0.0000602766,0.0002630754,0.000397235,0.0003002326,0.01170962,0.0000853847,0.03775702,0.0005102074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881702,0.006767907,0.000002523262,0.0004875673,0.0005437101,0.001073494,0.00007048693,0.00007025454,0.002813846],"genre_scores_gemma":[0.9832541,0.01493303,0.00005335053,0.0008533615,0.000266528,0.000381517,0.00003929403,0.00005191764,0.0001668864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05342457,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255000881201453,"score_gpt":0.327744218128289,"score_spread":0.3151942093162745,"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."}}