{"id":"W2332541516","doi":"10.1142/9789814583411_0009","title":"MULTIPLE SCLEROSIS AND THE IMMUNE SYSTEM: A COMMENTARY","year":2014,"lang":"en","type":"article","venue":"","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"","keywords":"Multiple sclerosis; Immune system; Computer science; Neuroscience; Medicine; Psychology; Immunology","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":[0.006974557,0.001690402,0.002894453,0.001724783,0.003411683,0.005254196,0.005951853,0.0492957,0.006872088],"category_scores_gemma":[0.02774256,0.0009102047,0.002211377,0.001400974,0.005561967,0.009675844,0.004645736,0.07005191,0.004000491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004402062,"about_ca_system_score_gemma":0.006457686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008913106,"about_ca_topic_score_gemma":0.01618955,"domain_scores_codex":[0.9950566,0.001636929,0.000588274,0.0007901656,0.001553117,0.0003749472],"domain_scores_gemma":[0.9685796,0.02039592,0.001028802,0.000636902,0.005739634,0.003619148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004454797,0.00001650929,0.00007003229,0.0001421552,0.00003038852,0.0002505854,0.0000683957,0.00002802199,0.00007018219,0.001471309,0.9917847,0.006023336],"study_design_scores_gemma":[0.0001632581,0.0000612919,0.0003854332,0.00124092,0.00008908552,0.0004688126,0.0003340619,0.0001337962,0.0001051225,0.007616165,0.9893442,0.00005788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009746745,0.02213365,0.0001172537,0.7974371,0.1793814,0.00001051549,0.00005177449,0.00002572262,0.0007449585],"genre_scores_gemma":[0.0007977395,0.009490721,0.0001162712,0.7445313,0.2435695,0.00002125389,0.0000253635,0.00001701026,0.001430824],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0492957,"threshold_uncertainty_score":0.03688544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005614291334146143,"score_gpt":0.1792582153971893,"score_spread":0.1736439240630431,"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."}}