{"id":"W2159648344","doi":"10.1191/1352458504ms1065oa","title":"HLA determinants of susceptibility to multiple sclerosis in an Arabian Gulf population","year":2004,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Kuwait University","keywords":"Multiple sclerosis; Human leukocyte antigen; Population; Medicine; Immunology; Environmental health; Antigen","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":[0.0002298665,0.0002186889,0.0001007347,0.0004867084,0.0003444466,0.0002193324,0.0001113446,0.0002043015,0.001560788],"category_scores_gemma":[0.0006330871,0.0001258827,0.0001012737,0.0003966606,0.0002939123,0.0001421056,0.0001910344,0.0001704872,0.0001549793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427605,"about_ca_system_score_gemma":0.0001501115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404998,"about_ca_topic_score_gemma":0.002124256,"domain_scores_codex":[0.9998833,0.00004270051,0.00001099491,0.00002033014,0.00001904031,0.00002358697],"domain_scores_gemma":[0.999757,0.00005346721,0.00009438942,0.00001605805,0.00003414342,0.0000450538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003229352,0.0000579921,0.9910797,0.00001589221,0.00004204751,0.0002151832,0.000512002,0.00005095693,0.003744382,0.00007421717,0.00007212224,0.003812495],"study_design_scores_gemma":[0.00001343639,0.0001494626,0.9981163,0.00001060203,0.00002242913,0.0006973933,0.000421359,0.0001083762,0.0001790702,0.00004131527,0.0002379194,0.000002453863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997754,0.00006556642,0.00001888669,0.00001230198,9.283668e-7,0.000001548572,0.00001082549,4.609897e-7,0.0001141382],"genre_scores_gemma":[0.9997856,0.00007651086,0.00004312907,0.00001015662,0.000003899887,0.000001943068,0.00002236625,3.504627e-7,0.00005602525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003404998,"threshold_uncertainty_score":0.006770372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155047213482379,"score_gpt":0.3455278301613294,"score_spread":0.1904806166789504,"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."}}