{"id":"W3159580337","doi":"10.4103/1673-5374.313045","title":"Multiple sclerosis: why we should focus on both sides of the (auto) antibody","year":2021,"lang":"en","type":"review","venue":"Neural Regeneration Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Universiteit van Amsterdam; ZonMw","keywords":"Focus (optics); Multiple sclerosis; Antibody; Medicine; Immunology; Physics; Optics","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":[0.003616257,0.0007729609,0.00264278,0.002362362,0.0004722438,0.002654096,0.001393955,0.003954917,0.003350888],"category_scores_gemma":[0.005342825,0.0003566144,0.0009450264,0.002672639,0.001553547,0.004638032,0.001154331,0.005100883,0.001525419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527218,"about_ca_system_score_gemma":0.003511807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103157,"about_ca_topic_score_gemma":0.007118314,"domain_scores_codex":[0.9986563,0.0004886956,0.0002462836,0.0001529041,0.0003814475,0.00007433409],"domain_scores_gemma":[0.9957641,0.002891104,0.0002921732,0.00008004439,0.0008268659,0.0001457023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002228762,0.00007141671,0.0002679426,0.05000643,0.0004079672,0.000226637,0.0001961179,0.0001714082,0.00107437,0.01116853,0.1145516,0.8216347],"study_design_scores_gemma":[0.00007845272,0.00006740954,0.0006289618,0.0285916,0.0004511287,0.0006349845,0.0001848355,0.00005218269,0.0001600936,0.00581749,0.9632998,0.00003299395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001706162,0.9974422,0.00004081223,0.001851555,0.0004830565,0.000001322219,0.000004423461,0.000002957302,0.0001565818],"genre_scores_gemma":[0.0004124208,0.9944865,0.0002429511,0.003712065,0.0008289247,0.000006265818,0.000009692545,0.000002142066,0.0002989846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003954917,"threshold_uncertainty_score":0.01912481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4713442923565515,"score_gpt":0.4844347513860136,"score_spread":0.0130904590294621,"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."}}