{"id":"W4394928093","doi":"10.1016/j.joca.2024.02.703","title":"IDENTIFYING MOLECULAR PATHWAYS ASSOCIATED WITH RADIOGRAPHIC STAGE IN KNEE OSTEOARTHRITIS THROUGH LARGE-SCALE PROTEOMICS OF SYNOVIAL FLUID: DATA FROM THE STEPUP OA CONSORTIUM","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Society; University Health Network; Western University","funders":"","keywords":"Osteoarthritis; Synovial fluid; Medicine; Proteomics; Stage (stratigraphy); Bioinformatics; Pathology; Biology","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":[0.001639096,0.0006674016,0.0008389934,0.001763733,0.0007198581,0.001833664,0.0005524476,0.0006913465,0.001323286],"category_scores_gemma":[0.002099384,0.0002122588,0.0008819809,0.001817246,0.0004386203,0.0003847904,0.001502502,0.0006861548,0.0004896288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202787,"about_ca_system_score_gemma":0.001067665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004771227,"about_ca_topic_score_gemma":0.007868807,"domain_scores_codex":[0.9989735,0.0002086117,0.000112716,0.0002237418,0.0003153962,0.000166025],"domain_scores_gemma":[0.9983612,0.0003027642,0.0005045693,0.0001730974,0.0003973219,0.0002610942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005526891,0.0006059,0.8180966,0.0008434416,0.002047379,0.0007114127,0.0005060908,0.0005259298,0.1290933,0.0002695791,0.007722544,0.03405083],"study_design_scores_gemma":[0.0001451303,0.0003442293,0.988337,0.00006959829,0.000472317,0.0008116937,0.000502961,0.000418678,0.005199115,0.0002013832,0.003454431,0.00004337025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767993,0.003460439,0.0008546599,0.0004378791,0.00004795804,0.0000729539,0.01749541,0.00004776783,0.0007835359],"genre_scores_gemma":[0.9612756,0.002026014,0.0033637,0.0005090382,0.00009343445,0.0001863417,0.03135485,0.0000405159,0.001150566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004771227,"threshold_uncertainty_score":0.009486914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021595396739904,"score_gpt":0.2496986201650511,"score_spread":0.2281032234251471,"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."}}