{"id":"W4417400612","doi":"10.1016/j.msard.2025.106936","title":"The association between antimicrobial exposure and subsequent multiple sclerosis risk: A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Multiple sclerosis; Antimicrobial; Risk factor; Prospective cohort study; Antibiotics; Association (psychology); MEDLINE","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":[0.008721433,0.00242055,0.01297842,0.003882503,0.0007405444,0.002985204,0.001943288,0.003202949,0.003057884],"category_scores_gemma":[0.02141943,0.002004509,0.03274325,0.005681291,0.0008252799,0.001927978,0.001806768,0.002191931,0.0003273982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326425,"about_ca_system_score_gemma":0.002036131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006863215,"about_ca_topic_score_gemma":0.01584326,"domain_scores_codex":[0.9935049,0.002652201,0.002026208,0.0009646543,0.0005533271,0.0002987673],"domain_scores_gemma":[0.986115,0.009789704,0.002212237,0.0007562272,0.0008845223,0.0002423573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002654801,0.00004016324,0.01234443,0.1117144,0.8676065,0.000159763,0.00008161311,0.0003088392,0.0003191722,0.00005943293,0.0002687818,0.004442121],"study_design_scores_gemma":[0.0004664754,0.0001362117,0.006369475,0.00372986,0.9884906,0.00007172427,0.00003931418,0.0001039551,0.00006465218,0.00007676151,0.0004323393,0.00001867645],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02080203,0.9772422,0.0007281724,0.0001590134,0.00022407,0.0001523209,0.000457555,0.00002707293,0.0002075691],"genre_scores_gemma":[0.4977019,0.4956476,0.003220582,0.001170007,0.0004203171,0.0005235518,0.0007884849,0.00004107788,0.0004865081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01297842,"threshold_uncertainty_score":0.04612386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041545858430147,"score_gpt":0.2793820052663783,"score_spread":0.2289665466820768,"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."}}