{"id":"W7009836315","doi":"","title":"Exploring the link between autoimmune disorders and the risk of developing multiple sclerosis","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University Health Centre; McGill University; Fondazione Italiana Sclerosi Multipla","keywords":"Multiple sclerosis; Autoimmune disease; Disease; Autoimmunity; Risk factor; MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002036179,0.000195336,0.0002257327,0.000764371,0.0006522851,0.0008872764,0.0003012409,0.0005768819,0.01042225],"category_scores_gemma":[0.009790822,0.0002107357,0.0003137863,0.0008998227,0.0001804269,0.0003604302,0.0004799106,0.0008928151,0.0009418812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640951,"about_ca_system_score_gemma":0.001312626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400689,"about_ca_topic_score_gemma":0.01745957,"domain_scores_codex":[0.9993575,0.0003475369,0.00002415805,0.0000629459,0.0001223472,0.00008548478],"domain_scores_gemma":[0.9949062,0.003348167,0.0005505751,0.00008496566,0.0005104385,0.0005996751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004343624,0.0003336266,0.9116975,0.0001833144,0.0002245428,0.0001789793,0.001474855,0.0001353542,0.0004397003,0.001054945,0.008987555,0.07485533],"study_design_scores_gemma":[0.00002834267,0.0002537571,0.9912699,0.0001835473,0.0001617953,0.0001400364,0.001173111,0.0001278532,0.0001586429,0.001073243,0.00542173,0.000008013132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240257,0.01892215,0.0006949166,0.01965589,0.0004335227,0.00008489124,0.001396474,0.00002240029,0.0347641],"genre_scores_gemma":[0.962469,0.01672391,0.001476379,0.00168288,0.0005155275,0.00009310312,0.0006346629,0.00001505442,0.01638957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400689,"threshold_uncertainty_score":0.03486592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0984704789117165,"score_gpt":0.2900039038349918,"score_spread":0.1915334249232753,"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."}}