{"id":"W2058337478","doi":"10.4061/2011/519450","title":"What is Next for the Genetics of Multiple Sclerosis?","year":2011,"lang":"en","type":"article","venue":"Autoimmune Diseases","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple sclerosis; Medicine; Computational biology; Biology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004218335,0.00009176655,0.00009262318,0.0000125483,0.0001079024,0.00003084601,0.0002181885,0.00004606529,0.00008220793],"category_scores_gemma":[0.0000259931,0.00006906231,0.0001394173,0.00003262575,0.00008782049,0.000009119647,0.00008480481,0.00001810217,0.000004290012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003343414,"about_ca_system_score_gemma":0.00004872171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004786376,"about_ca_topic_score_gemma":0.000006017578,"domain_scores_codex":[0.9994821,0.00001575882,0.0001709426,0.0001391617,0.0000549276,0.0001370888],"domain_scores_gemma":[0.9994101,0.00002666423,0.00008021419,0.0003716896,0.0000849412,0.00002637847],"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":[0.0009277853,0.001390407,0.09003265,0.0003040829,0.00137586,0.000001388316,0.006635991,0.000241299,0.8003584,0.002717888,0.007683609,0.08833069],"study_design_scores_gemma":[0.001113834,0.0003570813,0.4868382,0.00004697674,0.0002334335,0.000002616783,0.004067425,0.0004658431,0.4716435,0.0005855575,0.0343523,0.0002932165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587399,0.03961682,0.0006502466,0.0001036043,0.0003328702,0.0002843217,0.0001789006,0.000009240152,0.00008404878],"genre_scores_gemma":[0.9953482,0.003398885,0.0003588224,0.0002250708,0.00005684037,0.00007556688,0.0000775455,0.00001430133,0.0004447457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3968056,"threshold_uncertainty_score":0.2816279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526485089806741,"score_gpt":0.2311996843644118,"score_spread":0.1859348334663444,"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."}}