{"id":"W4233479394","doi":"10.1097/00002281-200205000-00008","title":"Rheumatoid arthritis","year":2002,"lang":"en","type":"article","venue":"Current Opinion in Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Rheumatoid arthritis; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002148392,0.0002256629,0.0005933731,0.0004306927,0.00009662156,0.00003116439,0.0001622699,0.0001302836,0.002837545],"category_scores_gemma":[0.000292591,0.000218197,0.0001268653,0.0003719915,0.0002621667,0.0001534119,0.0000757463,0.0004966342,0.001335036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706798,"about_ca_system_score_gemma":0.00005120141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004165285,"about_ca_topic_score_gemma":0.000005049877,"domain_scores_codex":[0.9978377,0.0001340485,0.000625262,0.0004181837,0.0003246644,0.0006601847],"domain_scores_gemma":[0.9990327,0.0001370257,0.00009235516,0.0003919822,0.00008380949,0.0002621463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002071431,0.001580647,0.4864455,0.00117068,0.00008569895,0.00003988442,0.001714376,0.000005656143,0.0001066784,0.03322545,0.1037797,0.3716386],"study_design_scores_gemma":[0.01867858,0.0007958803,0.03708674,0.01296442,0.000001137378,0.006846068,0.0004739723,0.006011343,0.0001926483,0.004225415,0.9117872,0.0009365981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5604761,0.4261304,0.0002526141,0.003733227,0.006363055,0.0007837001,0.00001645814,0.0002838112,0.001960587],"genre_scores_gemma":[0.5455179,0.4541971,0.0001077104,0.000008212008,0.00001647717,0.00007355236,0.00002784041,0.000020351,0.00003090531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8080074,"threshold_uncertainty_score":0.9994425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054515670317301,"score_gpt":0.3308272236083087,"score_spread":0.2763115532910077,"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."}}