{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436161,0.0001870777,0.0003823973,0.001078299,0.0001399818,0.0003522933,0.0001866328,0.0002352053,0.00127556],"category_scores_gemma":[0.001008555,0.0001107708,0.0007701078,0.001965592,0.00008791668,0.0002097251,0.0001956161,0.0002722756,0.00006413898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979235,"about_ca_system_score_gemma":0.0007312737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006248828,"about_ca_topic_score_gemma":0.009476949,"domain_scores_codex":[0.9996079,0.00006946912,0.0001468035,0.0000628351,0.00007821782,0.00003489497],"domain_scores_gemma":[0.9992481,0.0001558464,0.0004453768,0.00001379789,0.00009043842,0.00004646358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003404841,0.00004336604,0.9244483,0.01015643,0.002318742,0.001634781,0.0004250705,0.0002791967,0.001055264,0.0002110609,0.0033443,0.05574308],"study_design_scores_gemma":[0.00004878046,0.000113189,0.9854256,0.001923981,0.001510423,0.002586446,0.0004567045,0.0002328886,0.0001815183,0.00009450246,0.007407499,0.00001834832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6075189,0.3822566,0.0003243379,0.002013056,0.0001627204,0.00005444164,0.003964496,0.00002869283,0.003676755],"genre_scores_gemma":[0.8769056,0.1192175,0.0003354173,0.0005733158,0.0001707821,0.00005362813,0.002278712,0.000004009376,0.0004609998],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006248828,"threshold_uncertainty_score":0.01242495,"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."}}