{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264729,0.0001784207,0.000391891,0.0002562845,0.0003775348,0.0000539018,0.0002443775,0.00008801355,0.001866458],"category_scores_gemma":[0.02086243,0.0001460147,0.0001026818,0.0003681229,0.001662643,0.00004377748,0.001597236,0.0009533901,0.0001726982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008964103,"about_ca_system_score_gemma":0.0004243234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146477,"about_ca_topic_score_gemma":0.0003803168,"domain_scores_codex":[0.9941853,0.0007796613,0.0003323925,0.0008096467,0.00286171,0.001031257],"domain_scores_gemma":[0.9939394,0.003137705,0.00001613463,0.0006341739,0.00007315557,0.002199437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003202265,0.00057652,0.3152575,0.0001569561,0.00008329348,0.0003356848,0.001153688,7.980892e-7,0.2300543,0.00001764757,0.002564299,0.4494791],"study_design_scores_gemma":[0.001647483,0.0004505876,0.9674903,0.0002998878,0.000008436122,0.00004532992,0.00125606,0.001736677,0.010519,0.0001477767,0.01626291,0.0001355832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837057,0.002109796,0.0004143185,0.01097808,0.00004024809,0.0006849291,0.00004986873,0.00004055918,0.001976495],"genre_scores_gemma":[0.9839741,0.009041432,0.004982002,0.0004905522,0.0002552535,0.0001464444,0.00002933642,0.00002861058,0.001052288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6522328,"threshold_uncertainty_score":0.999046,"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."}}