{"id":"W2144487544","doi":"10.1016/j.ncl.2004.11.001","title":"Immunology of multiple sclerosis","year":2005,"lang":"en","type":"review","venue":"Neurologic Clinics","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":163,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Medicine; Neuroscience; Compartment (ship); Immune system; Blood–brain barrier; Immunology; Intensive care medicine; Central nervous system; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006909872,0.0006930315,0.003211187,0.0003630027,0.0001676342,0.00001157834,0.001177113,0.002253455,0.001072463],"category_scores_gemma":[0.001034306,0.0005400348,0.001401162,0.0003422028,0.0007641031,0.0000614786,0.0003409119,0.001733975,0.001650307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003528436,"about_ca_system_score_gemma":0.0002980235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551366,"about_ca_topic_score_gemma":0.000003328994,"domain_scores_codex":[0.9948715,0.001783333,0.001931939,0.000700661,0.0000552763,0.0006573071],"domain_scores_gemma":[0.9934648,0.003692857,0.001440147,0.001290455,0.00009349731,0.00001822101],"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":[0.0003377085,0.0003238701,0.00001418901,0.0006542469,0.0005961572,0.000005578173,0.00003185406,7.177117e-7,0.000391946,0.00006657796,0.0007436593,0.9968335],"study_design_scores_gemma":[0.001057603,0.001033742,0.00006784841,0.000848361,0.0005940789,0.0001775285,0.00000801742,4.02613e-7,0.0001039903,0.00001616107,0.9956871,0.0004051717],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005241649,0.9955505,0.000007521177,0.00003610106,0.002538242,0.000692594,0.0001690503,0.0001428103,0.0003389951],"genre_scores_gemma":[0.0004007859,0.9968868,0.00005470849,0.0002745488,0.00008014678,0.00009222499,0.0002583623,0.0000865636,0.001865808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9964283,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274669737570112,"score_gpt":0.3397907546297541,"score_spread":0.2123237808727429,"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."}}