{"id":"W4399482390","doi":"10.1136/annrheumdis-2024-eular.5444","title":"OP0066 FIBROBLAST ACTIVATION DEFINES DISEASE PROGRESSION: SYNOVIUM ATLAS IN KNEE OSTEOARTHRITIS","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Oral and gingival health research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Society","funders":"","keywords":"Osteoarthritis; Atlas (anatomy); Fibroblast; Medicine; Computer science; Pathology; Biology; Anatomy; Biochemistry","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":[0.000635029,0.0004250332,0.0004308915,0.003712593,0.0006436697,0.001361363,0.0003743316,0.0007462853,0.01018543],"category_scores_gemma":[0.0004209619,0.0002548067,0.0006398872,0.002902578,0.0003863438,0.000529922,0.0006888004,0.0006955638,0.001983179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117721,"about_ca_system_score_gemma":0.00052865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164529,"about_ca_topic_score_gemma":0.008379578,"domain_scores_codex":[0.9996024,0.00006792437,0.00003676398,0.00004544446,0.0001641565,0.00008327144],"domain_scores_gemma":[0.9997545,0.00002974637,0.00006209368,0.00002336833,0.00006560676,0.00006479489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008877599,0.0002234442,0.06557887,0.002296612,0.0003794277,0.001495922,0.0008254468,0.001477857,0.6899729,0.005996157,0.01504505,0.2078306],"study_design_scores_gemma":[0.0006019622,0.002448546,0.685559,0.000527887,0.0006729504,0.008098575,0.001961407,0.004315156,0.122644,0.003680063,0.1693413,0.0001492267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883347,0.03552532,0.008001273,0.001079358,0.0006354347,0.0001722904,0.01601552,0.0007150658,0.05450885],"genre_scores_gemma":[0.9359979,0.009149988,0.01757854,0.0002643637,0.0001565846,0.0002378099,0.008073917,0.0002018441,0.02833904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018543,"threshold_uncertainty_score":0.03407365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086487597071283,"score_gpt":0.4692967365644983,"score_spread":0.36064797685737,"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."}}