{"id":"W4394928807","doi":"10.1016/j.joca.2024.02.158","title":"INVESTIGATING THE INTERPLAY BETWEEN GUT MICROBIOME, IMMUNE CELLS, AND OSTEOARTHRITIS (OA)","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":"Arthritis Society; Krembil Foundation","funders":"","keywords":"Microbiome; Osteoarthritis; Immune system; Gut microbiome; Immunology; Biology; Medicine; Bioinformatics; Pathology","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":[0.001051867,0.0003101453,0.0005950539,0.0006255076,0.0003019678,0.001595999,0.0002326598,0.0008532677,0.001505683],"category_scores_gemma":[0.0008335356,0.0001750475,0.0003792584,0.0004758286,0.0006841968,0.0008409563,0.0007344612,0.0007085831,0.0002053959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686096,"about_ca_system_score_gemma":0.0009464379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009418874,"about_ca_topic_score_gemma":0.002716108,"domain_scores_codex":[0.9995561,0.0001744269,0.00003204024,0.00006475121,0.00008616267,0.00008653093],"domain_scores_gemma":[0.9995614,0.0001081399,0.0001597823,0.00002156974,0.00006870899,0.00008034204],"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":[0.004044113,0.0009203555,0.1184774,0.00617878,0.001012302,0.0007886898,0.000658213,0.0007526118,0.535898,0.0081897,0.004981284,0.3180985],"study_design_scores_gemma":[0.0004188173,0.00895041,0.7473568,0.003983293,0.001773486,0.003179151,0.007389626,0.00456735,0.09289454,0.02389199,0.1054461,0.0001483954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.575752,0.4061294,0.003834937,0.00725494,0.0008670505,0.00006568361,0.0004249263,0.00003056127,0.005640496],"genre_scores_gemma":[0.8634658,0.1248275,0.005492724,0.0028526,0.0008432455,0.0000604706,0.0002134949,0.000008472982,0.002235749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001595999,"threshold_uncertainty_score":0.005562901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008908057187053176,"score_gpt":0.2459567810877694,"score_spread":0.2370487239007163,"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."}}