{"id":"W4404080045","doi":"10.1093/rap/rkae117.066","title":"P35 Pyrexia of unknown origin in a patient with long standing rheumatoid arthritis","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Rheumatoid arthritis; Arthritis; Dermatology; Immunology","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":[0.0003633449,0.0002065751,0.000698414,0.00029841,0.00003246467,0.00001810414,0.00008449417,0.000166292,0.00008861205],"category_scores_gemma":[0.00354562,0.0001614387,0.0000471612,0.0007476203,0.0002382373,0.0006781067,0.00004813226,0.000543422,0.00003002943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008656385,"about_ca_system_score_gemma":0.0002091175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010604,"about_ca_topic_score_gemma":0.000570653,"domain_scores_codex":[0.9980667,0.0001549286,0.0007094119,0.0004141217,0.00026356,0.0003913049],"domain_scores_gemma":[0.9961986,0.003204645,0.0001831838,0.0002299611,0.0000925682,0.00009107048],"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":[0.003033343,0.001783231,0.5349094,0.001958121,0.0001738853,0.01862599,0.002400113,0.0007569715,0.00002903811,0.3427439,0.0003849635,0.09320106],"study_design_scores_gemma":[0.02503175,0.0103565,0.01482785,0.07635275,0.0003160874,0.08641544,0.02170736,0.009253641,0.002465097,0.0373406,0.7130449,0.002887997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8414673,0.1386813,0.003390048,0.002604656,0.0004841531,0.0006009234,0.000009434763,0.0001092341,0.01265295],"genre_scores_gemma":[0.8989264,0.09648231,0.004341412,0.0001412959,0.000003540438,0.00006207161,0.000009746077,0.00002236587,0.00001087539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.71266,"threshold_uncertainty_score":0.6583278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009816079417087195,"score_gpt":0.3176176384491688,"score_spread":0.3078015590320817,"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."}}