{"id":"W2023211244","doi":"10.1212/01.wnl.0000277457.17420.b5","title":"The incidence and significance of anti-natalizumab antibodies","year":2007,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":333,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"IC Design Education Center; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Biogen","keywords":"Natalizumab; Medicine; Antibody; Incidence (geometry); Internal medicine; Multiple sclerosis; Gastroenterology; Placebo; Adverse effect; Interferon beta-1a; Randomized controlled trial; Immunology; Pathology; Interferon beta","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":[0.001737558,0.0003245871,0.000586561,0.0003370726,0.0001640917,0.0005955049,0.0002578247,0.000685059,0.001118947],"category_scores_gemma":[0.005420528,0.0002035387,0.0003232025,0.0002386511,0.0003303618,0.0003907497,0.000163855,0.0005876821,0.0002054915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878135,"about_ca_system_score_gemma":0.000146493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119193,"about_ca_topic_score_gemma":0.0001623387,"domain_scores_codex":[0.9984229,0.000621748,0.0001958575,0.0002319557,0.0003913044,0.0001361918],"domain_scores_gemma":[0.9934434,0.002294977,0.00330448,0.0002001722,0.0003991876,0.0003578296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03002644,0.001081559,0.8716135,0.00058381,0.0007116747,0.0005369501,0.0001152385,0.0003282991,0.01962661,0.0001718606,0.0006553554,0.07454867],"study_design_scores_gemma":[0.0006329116,0.006731561,0.9833201,0.00004205384,0.0003263376,0.002703154,0.00003251222,0.0004841917,0.004690193,0.00003598857,0.0009908399,0.00001022303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916404,0.006596887,0.0002988087,0.00007209405,0.0000214292,0.00005434134,0.0001700226,0.00001715054,0.001128777],"genre_scores_gemma":[0.999144,0.0003799317,0.0001377088,0.0000626553,0.00004012322,0.00002118885,0.00009749232,0.000001742288,0.0001151954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737558,"threshold_uncertainty_score":0.009189248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637937239616542,"score_gpt":0.3359468206568972,"score_spread":0.2995674482607318,"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."}}