{"id":"W4379799308","doi":"10.1136/annrheumdis-2023-eular.4672","title":"POS1353 SEMIQUANTITATIVE ASSESSMENT OF KNEE OSTEOARTHRITIS-RELATED SYNOVITIS COMPARED TO CHRONIC INFLAMMATORY ARTHRITIDES: RELATION TO AGE AND IMPACT ON BONE/STRUCTURAL DAMAGE","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Synovitis; Osteoarthritis; Rheumatoid arthritis; Psoriatic arthritis; Synovial membrane; Arthritis; Inflammation; Population; Pathology; Internal medicine; Biopsy; Inflammatory arthritis; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001057851,0.00032809,0.000297033,0.00108444,0.0001538495,0.0004488794,0.0002120133,0.0003969279,0.003225484],"category_scores_gemma":[0.00153998,0.0001729082,0.000286607,0.0007456928,0.0002520817,0.0003043477,0.0003158118,0.0002614898,0.0004879006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432813,"about_ca_system_score_gemma":0.0001260067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006628089,"about_ca_topic_score_gemma":0.001262592,"domain_scores_codex":[0.9993545,0.0002110424,0.00009903392,0.000054153,0.0002217947,0.00005943365],"domain_scores_gemma":[0.9986051,0.0003743743,0.0005295668,0.00006476379,0.0002346823,0.0001915571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01109844,0.0005012859,0.824315,0.0002819639,0.0003485949,0.0007217719,0.0002760394,0.0003683069,0.1390451,0.0001601248,0.0002489716,0.02263432],"study_design_scores_gemma":[0.00005444238,0.002100217,0.9866483,0.00001095209,0.00007680499,0.001523151,0.0001680017,0.000845976,0.008037615,0.00008693241,0.0004306821,0.00001692698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961313,0.0008673136,0.0005831599,0.00001911924,0.00002154141,0.00002465459,0.0002620504,0.00001703812,0.002073855],"genre_scores_gemma":[0.9982559,0.0001302286,0.0005380612,0.00001311201,0.0000129684,0.00001578985,0.0001887101,0.000004677809,0.0008405238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225484,"threshold_uncertainty_score":0.01079029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699748333320977,"score_gpt":0.3581101844779411,"score_spread":0.3311127011447313,"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."}}