{"id":"W1985002104","doi":"10.3899/jrheum.101068","title":"Patients Considered as Having Undifferentiated Peripheral Inflammatory Arthritis: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Rheumatism; Erythrocyte sedimentation rate; Internal medicine; Rheumatoid arthritis; Inclusion and exclusion criteria; Rheumatology; Osteoarthritis; Differential diagnosis; Arthritis; Physical therapy; Rheumatoid factor; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005091964,0.000760129,0.008656376,0.0003828959,0.0001468437,0.00002681345,0.0002690797,0.0003162043,0.001831885],"category_scores_gemma":[0.0005697638,0.0005204764,0.001535229,0.0001781092,0.0001315423,0.00009895153,0.0001608625,0.0006544614,0.0001315136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456769,"about_ca_system_score_gemma":0.0006878847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002863483,"about_ca_topic_score_gemma":0.00003828715,"domain_scores_codex":[0.9936717,0.0005705107,0.004270032,0.0003683789,0.0005541869,0.0005652279],"domain_scores_gemma":[0.9943264,0.0001923897,0.00403221,0.000532829,0.0005911075,0.0003250545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005657871,0.0006687721,0.004709047,0.9611541,0.007471468,0.001117454,0.0001929548,4.86161e-9,2.012391e-8,0.0002272824,0.008508444,0.01589387],"study_design_scores_gemma":[0.003882313,0.0009680768,0.00003440932,0.7729136,0.01035327,0.01460513,0.00008495639,8.457985e-8,2.069025e-7,0.00002706933,0.1968259,0.0003049449],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004651398,0.9947436,0.000003592179,0.00008925136,0.0009364664,0.003582561,0.00006849904,0.00002459368,0.00008628309],"genre_scores_gemma":[0.000356568,0.9984909,0.0002097222,0.0001740085,0.00002310183,0.0002838244,0.0002507159,0.00008625699,0.0001249472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1883175,"threshold_uncertainty_score":0.9997247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743209014789859,"score_gpt":0.3099605565419837,"score_spread":0.2825284663940851,"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."}}