{"id":"W1999788618","doi":"10.1038/ncprheum0339","title":"Switching tumor necrosis factor inhibitors: an opinion","year":2006,"lang":"en","type":"review","venue":"Nature Clinical Practice Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tumor necrosis factor alpha; Rheumatoid arthritis; Tumor necrosis factor α; Medicine; Expert opinion; Necrosis; Arthritis; TNF inhibitor; Immunology; Internal medicine; Pharmacology; Infliximab; Intensive care 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002646012,0.000966788,0.005665257,0.0005182463,0.0002991552,0.0002129279,0.0006642584,0.003800508,0.000247037],"category_scores_gemma":[0.0401059,0.0007319193,0.001588244,0.0005851092,0.0003878541,0.0008872798,0.0002890405,0.01152368,0.000639285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771543,"about_ca_system_score_gemma":0.001820163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356444,"about_ca_topic_score_gemma":0.0000401506,"domain_scores_codex":[0.9897662,0.0030758,0.003501924,0.001590552,0.0009705473,0.001094918],"domain_scores_gemma":[0.97838,0.0166871,0.002072898,0.001422533,0.000581137,0.0008563679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003097571,0.001286908,0.0002932047,0.006299549,0.0007097001,0.0003994606,0.00003503979,2.591853e-8,3.953607e-7,0.001149539,0.01926246,0.9702539],"study_design_scores_gemma":[0.001657654,0.001017673,0.00006251122,0.01630944,0.0001867713,0.007197739,0.00004561549,0.000007335375,4.459544e-7,0.0001649686,0.972735,0.0006148203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001582011,0.9902714,0.00004854477,0.001307269,0.004805495,0.00167883,0.00007591699,0.0003354229,0.001318845],"genre_scores_gemma":[0.0002183253,0.9932116,0.003491143,0.0008497042,0.001097761,0.0001265588,0.0006653047,0.0002244908,0.0001150965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9696391,"threshold_uncertainty_score":0.9995132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07068583010147593,"score_gpt":0.4815630573737747,"score_spread":0.4108772272722988,"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."}}