{"id":"W2169579324","doi":"10.1212/01.wnl.0000275230.20635.72","title":"Experimental models of neuroprotection relevant to multiple sclerosis","year":2007,"lang":"en","type":"review","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Neuroprotection; Glatiramer acetate; Multiple sclerosis; Natalizumab; Minocycline; Neurodegeneration; Medicine; Neurotoxicity; Microglia; Neuroscience; Pharmacology; Apoptosis; Immunology; Inflammation; Biology; Pathology; Disease; Internal medicine; Toxicity; Biochemistry","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"],"consensus_categories":[],"category_scores_codex":[0.000342557,0.0004458404,0.002154279,0.0007070279,0.0000822244,0.000007830595,0.0002522345,0.0004174455,0.00006005753],"category_scores_gemma":[0.0006209379,0.000362655,0.0005174301,0.0005374608,0.0001860946,0.00004497216,0.0004077514,0.0009227202,0.0001094249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008518953,"about_ca_system_score_gemma":0.0001205295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898068,"about_ca_topic_score_gemma":0.00001831601,"domain_scores_codex":[0.9969125,0.0003094143,0.0008551069,0.0007864703,0.0005387421,0.0005977263],"domain_scores_gemma":[0.9980993,0.0004996916,0.0002592521,0.0007078519,0.000161426,0.0002724808],"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":[0.0008183502,0.0004103981,0.00001366104,0.005626245,0.0001937223,0.00007192644,0.0001093048,0.00002616131,0.004378519,0.00001898578,0.0007045179,0.9876282],"study_design_scores_gemma":[0.001082282,0.004870469,0.0003205833,0.002551572,0.000268655,0.0001630877,0.000006733602,0.0002963383,0.001001509,0.000003650514,0.9891329,0.0003022011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002380524,0.9925696,0.0003002489,0.000171705,0.0004394597,0.003220481,0.00004397008,0.000101932,0.0007720866],"genre_scores_gemma":[0.005709366,0.9925054,0.0004738971,0.0004003308,0.000269555,0.000435313,0.00002177435,0.0001142612,0.00007009579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884284,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2698053965415381,"score_gpt":0.3996111096051125,"score_spread":0.1298057130635744,"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."}}