{"id":"W1917042103","doi":"10.1016/j.joca.2015.06.018","title":"Changes in peripheral blood immune cell composition in osteoarthritis","year":2015,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; Royal Australasian College of Physicians; Medical Research Council; National Institute for Health and Care Research; University of Ottawa","keywords":"CD8; Immune system; Immunology; Ageing; Cytotoxic T cell; T cell; Medicine; Flow cytometry; Osteoarthritis; Biology; Internal medicine; Pathology; In vitro; Genetics","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":[0.0004614635,0.0002601829,0.0003174682,0.0007729922,0.0001695533,0.0002979766,0.0001264921,0.0002783124,0.001883883],"category_scores_gemma":[0.001122712,0.0001346809,0.0001548646,0.0005017211,0.0001746955,0.0002243443,0.0002207638,0.0002071867,0.0002182575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310395,"about_ca_system_score_gemma":0.00009977559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005590631,"about_ca_topic_score_gemma":0.0005005393,"domain_scores_codex":[0.9997062,0.00008090107,0.00004299493,0.00007744027,0.00005942117,0.00003296159],"domain_scores_gemma":[0.9994193,0.0001202187,0.0002933691,0.000034964,0.00007650618,0.00005564977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00234268,0.00009880743,0.9226306,0.0001556309,0.0001168805,0.000456701,0.0001389134,0.0001300053,0.05571705,0.00004856591,0.00008596818,0.01807818],"study_design_scores_gemma":[0.00001500805,0.0004792125,0.995486,0.0000112028,0.00004629562,0.001341906,0.00006038191,0.0001963162,0.002121097,0.0000517121,0.0001871375,0.000003742844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980532,0.001426259,0.0002339361,0.000009003111,0.000003186015,0.000005079065,0.00009450367,0.000005967316,0.0001688532],"genre_scores_gemma":[0.9991761,0.0002537653,0.0002883496,0.0000103942,0.00001168893,0.000005633767,0.0001199698,0.000001792113,0.0001323707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883883,"threshold_uncertainty_score":0.006302238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118068676487476,"score_gpt":0.2251962969174786,"score_spread":0.2140156101526038,"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."}}