{"id":"W2062938748","doi":"10.1001/archneur.60.2.273","title":"Clinical Exacerbation of Multiple Sclerosis Following Radiotherapy","year":2003,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Exacerbation; Medicine; Radiation therapy; Malignancy; Demyelinating disease; Magnetic resonance imaging; Central nervous system; Radiology; Disease; Pathology; Internal medicine; Immunology","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":[0.0003888462,0.00068135,0.0008070832,0.0005490509,0.0009795906,0.0005176698,0.0003900879,0.001392124,0.002846459],"category_scores_gemma":[0.003195897,0.0002944171,0.0005093635,0.000657341,0.0008019659,0.0004401395,0.0005357558,0.001427804,0.0009437937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006664456,"about_ca_system_score_gemma":0.0004341975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096194,"about_ca_topic_score_gemma":0.001445156,"domain_scores_codex":[0.9996473,0.00008436871,0.00004450424,0.00004353595,0.00008082498,0.00009962836],"domain_scores_gemma":[0.9985354,0.0004446809,0.0004785757,0.0001365901,0.0001515879,0.0002532893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001008112,0.0001699793,0.1037898,0.0003193475,0.00008524561,0.8682339,0.0007592688,0.000249559,0.007266731,0.0002392935,0.001831855,0.01604688],"study_design_scores_gemma":[0.0001398383,0.0007981841,0.1039204,0.00007604934,0.00007413281,0.8903085,0.0002068939,0.0002167033,0.001275328,0.0001773341,0.002788158,0.00001840343],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713912,0.00550108,0.0007289011,0.001421451,0.0001220525,0.0001391082,0.000109038,0.0001234729,0.02046374],"genre_scores_gemma":[0.9965922,0.001265473,0.0001621092,0.0007390063,0.0002950114,0.00001807557,0.00008102839,0.00001215639,0.0008347832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002846459,"threshold_uncertainty_score":0.009522319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.095727152388714,"score_gpt":0.3546855527682692,"score_spread":0.2589584003795552,"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."}}