{"id":"W2027223288","doi":"10.1046/j.1365-2249.2003.02053.x","title":"Monocyte-derived cytokines in multiple sclerosis","year":2003,"lang":"en","type":"article","venue":"Clinical & Experimental Immunology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Multiple Sclerosis Society of Canada","keywords":"Proinflammatory cytokine; Multiple sclerosis; Immunology; Inflammation; Medicine; Cytokine; Tumor necrosis factor alpha","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005876159,0.0002827677,0.0008764136,0.0001771552,0.0001323662,0.00001836024,0.0002099134,0.000297929,0.0005739636],"category_scores_gemma":[0.003114482,0.0002481371,0.0002829873,0.0002859471,0.001021875,0.0001054788,0.0002589844,0.00064022,0.0003519039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207258,"about_ca_system_score_gemma":0.00009896926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398404,"about_ca_topic_score_gemma":0.00003246609,"domain_scores_codex":[0.9969342,0.0005176045,0.0009681358,0.0006510879,0.000237987,0.0006909302],"domain_scores_gemma":[0.9981576,0.0008587519,0.0001179456,0.0005885698,0.00008972462,0.000187477],"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":[0.0009961447,0.002223002,0.2121678,0.00001142183,0.0002149109,0.00004794311,0.0003243388,0.000001590275,0.77891,0.0001712224,0.0004821925,0.004449425],"study_design_scores_gemma":[0.01014656,0.001195436,0.5862125,0.00009251825,0.0000152046,0.00001948123,0.00167035,0.00007041979,0.3954348,0.00002576416,0.004883296,0.0002336593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893008,0.005987517,0.00002101391,0.0004956897,0.0005731534,0.0007081542,0.000005144044,0.00009820503,0.002810307],"genre_scores_gemma":[0.9944881,0.002480811,0.001884981,0.0005279119,0.00009613219,0.0002400603,0.00001383396,0.0000423231,0.0002259118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3834752,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2366934821102031,"score_gpt":0.4198823281721999,"score_spread":0.1831888460619969,"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."}}