{"id":"W4394928416","doi":"10.1016/j.joca.2024.02.085","title":"SYNOVIAL FLUID BASED MOLECULAR ENDOTYPES IN KNEE OSTEOARTHRITIS: FULL PRIMARY ANALYSIS FROM THE STEPUp OA CONSORTIUM","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"Osteoarthritis; Synovial fluid; Medicine; Pathology; Alternative medicine","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":[0.004742483,0.001096549,0.001516598,0.001869553,0.001364621,0.002694395,0.001110656,0.001047799,0.004349343],"category_scores_gemma":[0.007515225,0.0006220808,0.001876409,0.003408439,0.0004968892,0.0008410215,0.003315478,0.0009552358,0.002276212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561994,"about_ca_system_score_gemma":0.001955441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059508,"about_ca_topic_score_gemma":0.01665834,"domain_scores_codex":[0.9960461,0.00101064,0.0005529471,0.0006969448,0.001052412,0.0006409638],"domain_scores_gemma":[0.9929487,0.001142615,0.001466766,0.001115023,0.002519709,0.0008072942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008080731,0.0003579159,0.9468791,0.0008947928,0.00365883,0.0004724517,0.0006537887,0.0002648188,0.004169137,0.0002071261,0.01632357,0.01803765],"study_design_scores_gemma":[0.0005449924,0.000404887,0.9890667,0.0002772255,0.001543204,0.0005626327,0.0007811832,0.0001180966,0.0005563906,0.000144693,0.005946384,0.00005360038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902883,0.006539067,0.001520657,0.0005627312,0.00008711737,0.0006536988,0.09729635,0.00007556981,0.002976591],"genre_scores_gemma":[0.8699515,0.002360394,0.002154141,0.0008049849,0.0002028516,0.001156692,0.1204157,0.0001254721,0.002828203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059508,"threshold_uncertainty_score":0.02508098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006267004039837115,"score_gpt":0.2184134998546282,"score_spread":0.2121464958147911,"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."}}