{"id":"W3174065567","doi":"10.18103/mra.v9i6.2413","title":"Genetic and Environmental Susceptibility to Multiple Sclerosis","year":2021,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Genetic predisposition; Epidemiology; Demography; Population; Confidence interval; Biology; Medicine; Genetics; Environmental health; Immunology; Internal medicine; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694265,0.0002328904,0.0001555484,0.0004437723,0.0002551018,0.0002153934,0.000168734,0.0002887262,0.004373293],"category_scores_gemma":[0.001008659,0.00004433228,0.0002151463,0.0005940906,0.0003860018,0.0001258896,0.0002931134,0.0002804657,0.0003242188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430716,"about_ca_system_score_gemma":0.0007673871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009104061,"about_ca_topic_score_gemma":0.009497606,"domain_scores_codex":[0.9997732,0.00005177181,0.00001103778,0.00004245394,0.00006623149,0.00005526434],"domain_scores_gemma":[0.9996431,0.00008116815,0.0001202129,0.00001781748,0.00006169896,0.0000760072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003351985,0.0001366726,0.9420043,0.0001821093,0.0002536295,0.001556507,0.0003126111,0.0009121126,0.005922794,0.00256215,0.0009964121,0.04482556],"study_design_scores_gemma":[0.00001865417,0.0001467791,0.9875013,0.00008647821,0.00008579958,0.003174126,0.0001859109,0.0003153723,0.0006092001,0.001388244,0.006480574,0.000007688624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748242,0.004542172,0.00125383,0.001691346,0.00003419273,0.00006019903,0.001282628,0.00003347674,0.01627792],"genre_scores_gemma":[0.994872,0.001832612,0.0008825902,0.0001411166,0.00005279755,0.00001674899,0.0003679777,0.000003284782,0.001830841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009104061,"threshold_uncertainty_score":0.01810217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102830684222889,"score_gpt":0.3671691815155953,"score_spread":0.2568861130933064,"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."}}