{"id":"W4308974958","doi":"10.3390/medicina58111629","title":"Increased Risk of Common Orthopedic Surgeries for Patients with Rheumatic Diseases in Taiwan","year":2022,"lang":"en","type":"review","venue":"Medicina","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Buddhist Tzu Chi Medical Foundation","keywords":"Medicine; Ankylosing spondylitis; Rheumatoid arthritis; Orthopedic surgery; Psoriatic arthritis; Spondylitis; Surgery; Arthritis; Psoriasis; Arthroplasty; Internal medicine; Physical therapy; Dermatology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000666637,0.0003848387,0.00291131,0.0005687833,0.0001188835,0.00001083815,0.0002001752,0.00009725954,0.0006739479],"category_scores_gemma":[0.001664825,0.0002470572,0.00034883,0.0005350081,0.000339469,0.00006464407,0.00007806563,0.0004884585,0.000003890376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344477,"about_ca_system_score_gemma":0.0008330818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004040851,"about_ca_topic_score_gemma":0.0001593055,"domain_scores_codex":[0.9969112,0.0004786082,0.0009132196,0.0003532187,0.0009118308,0.0004318867],"domain_scores_gemma":[0.9973583,0.001180807,0.000556813,0.0005248589,0.00009716225,0.0002820228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004073662,0.0007211419,0.07982996,0.02349414,0.0003783257,0.0000430948,0.0002656167,8.974958e-8,4.605229e-9,0.00001908419,0.0006798978,0.8941613],"study_design_scores_gemma":[0.004932684,0.002450892,0.008917102,0.03865094,0.0004350196,0.00001948002,0.0003178258,0.00000647623,6.096052e-8,0.00006900473,0.943924,0.0002765566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01338132,0.9824626,0.000006791636,0.00003139309,0.000111106,0.003070726,0.0007656285,0.00003529097,0.0001350863],"genre_scores_gemma":[0.007929411,0.9887791,0.00005140026,0.00001841443,0.0000360099,0.000714265,0.002339985,0.00008469533,0.00004675535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.943244,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079336676064153,"score_gpt":0.3039556791509965,"score_spread":0.2831623123903549,"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."}}