{"id":"W3211154458","doi":"10.29173/pathways24","title":"Rheumatoid Arthritis: An Examination of Arthropathy in Antiquity","year":2021,"lang":"en","type":"article","venue":"Pathways","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Paleopathology; Medicine; Context (archaeology); Arthropathy; Rheumatoid arthritis; Arthritis; Differential diagnosis; Pathological; Dermatology; Pathology; Osteoarthritis; Archaeology; Immunology; Geography; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002908013,0.00006647436,0.0001979359,0.00007835651,0.0000204002,0.000004976866,0.00002319797,0.00006105788,0.0001119558],"category_scores_gemma":[0.0002159786,0.00006324779,0.00005845197,0.0002206453,0.00005001874,0.0001013909,0.00001498318,0.00007821625,0.00001082673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001851908,"about_ca_system_score_gemma":0.00007436945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201446,"about_ca_topic_score_gemma":0.0001492863,"domain_scores_codex":[0.9992049,0.0001002354,0.0002481193,0.0001749941,0.0001642013,0.0001075218],"domain_scores_gemma":[0.9995506,0.0000312992,0.000049969,0.0001917776,0.0001279382,0.00004846257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004331215,0.001763617,0.04496065,0.0005142564,0.00001406145,0.00007560357,0.005136579,0.00001961384,0.2754121,0.009242571,0.0000263265,0.6627913],"study_design_scores_gemma":[0.001290684,0.0003741496,0.9789582,0.0003347319,0.0000031325,0.00001776327,0.002217683,0.0005771569,0.01487207,0.001122164,0.0001487939,0.00008345352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935138,0.001665277,0.0002579209,0.0001057486,0.00007474812,0.0001555585,0.00000657433,0.00002229062,0.004198144],"genre_scores_gemma":[0.9979342,0.001115339,0.0007788447,0.00003835876,0.00001713974,0.00001085251,0.00007658306,0.000008881057,0.0000198425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339976,"threshold_uncertainty_score":0.257917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654102368935151,"score_gpt":0.264551718788162,"score_spread":0.2480106950988105,"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."}}