{"id":"W4403976452","doi":"10.2196/57359","title":"Sex-Specific Trends in the Prevalence of Osteoarthritis and Rheumatoid Arthritis From 2005 to 2021 in South Korea: Nationwide Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; National Research Foundation of Korea; Ministry of Food and Drug Safety; National Research Foundation","keywords":"Medicine; Rheumatoid arthritis; Cross-sectional study; Osteoarthritis; Environmental health; Epidemiology; Internal medicine; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008187582,0.0002830915,0.0002448689,0.0008321941,0.0003984276,0.0004510921,0.0003974144,0.0003725139,0.0009367263],"category_scores_gemma":[0.001147079,0.0003477465,0.0005144082,0.001025609,0.0001810982,0.0006189909,0.0005308059,0.0004770228,0.0002780031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562974,"about_ca_system_score_gemma":0.0005389148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552583,"about_ca_topic_score_gemma":0.02858576,"domain_scores_codex":[0.9995779,0.00007476052,0.00008089865,0.0001306762,0.00006392991,0.00007171249],"domain_scores_gemma":[0.999103,0.0000602768,0.0004208005,0.00006041146,0.0002133064,0.0001423032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002552218,0.00001806771,0.9989836,0.00001506404,0.00003823034,0.00002482273,0.00008978027,0.0000122873,0.0000861677,0.000006499303,0.0001465144,0.0005534376],"study_design_scores_gemma":[0.000002058286,0.00003952677,0.9992425,0.000008718551,0.00002289692,0.0000864322,0.0003401504,0.00005447287,0.00002233318,0.000005043562,0.0001724458,0.000003326363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965507,0.0002562007,0.00007771453,0.00006363511,0.000008652349,0.00002596738,0.002642007,0.000004912412,0.0003701709],"genre_scores_gemma":[0.9972965,0.0001585501,0.0001451077,0.0001056131,0.000006055011,0.00003919464,0.002068278,0.000002325628,0.0001783382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552583,"threshold_uncertainty_score":0.03087091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661860300081005,"score_gpt":0.3097710786563082,"score_spread":0.2831524756554981,"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."}}