{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002929191,0.0003217386,0.0006245705,0.0002740133,0.00006584951,0.00007168082,0.00007065989,0.0002098488,0.0001090157],"category_scores_gemma":[0.00001711158,0.0003428464,0.00008626223,0.0003099769,0.0001050387,0.0002204201,0.00007562013,0.0002715188,0.00003455133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008979638,"about_ca_system_score_gemma":0.00008022847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005177606,"about_ca_topic_score_gemma":0.003824329,"domain_scores_codex":[0.9980443,0.0001117078,0.0004358299,0.0005002784,0.0003286004,0.0005793576],"domain_scores_gemma":[0.9991817,0.0000244874,0.00008018005,0.0002971391,0.00007369056,0.0003427582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007574427,0.0007563906,0.04045146,0.0001129672,0.000003479331,0.004584232,0.002856639,0.000003020932,0.8588852,0.0003336674,0.00005971484,0.09119578],"study_design_scores_gemma":[0.085506,0.02362332,0.007139578,0.001898864,0.0001681098,0.002122244,0.004509554,0.00001335432,0.8688812,0.0004914826,0.004569702,0.001076554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738102,0.01504678,0.000001512836,0.0004875227,0.0002664599,0.0008591394,0.00003782723,0.00007328232,0.009417308],"genre_scores_gemma":[0.9974642,0.0005569683,0.0003197826,0.0002748432,0.0001391908,0.0001882989,0.0001550583,0.00004862395,0.0008530719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09011923,"threshold_uncertainty_score":0.9999024,"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."}}