{"id":"W2098116403","doi":"10.2741/1276","title":"Prospects for neuroprotection in multiple sclerosis","year":2004,"lang":"en","type":"review","venue":"Frontiers in bioscience","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroprotection; Neuroinflammation; Glatiramer acetate; Multiple sclerosis; Neuroscience; Minocycline; Medicine; Neurodegeneration; Inflammation; Biology; Immunology; Pathology; Disease","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":[0.0007613211,0.0003837315,0.001552203,0.001145347,0.0001451746,0.00004959671,0.0004021589,0.000253219,0.000003485395],"category_scores_gemma":[0.002907214,0.0003074468,0.0002981472,0.002144181,0.0004413144,0.0001425486,0.0001595948,0.0006266735,0.000009040659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380831,"about_ca_system_score_gemma":0.0006118224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245881,"about_ca_topic_score_gemma":0.00007373878,"domain_scores_codex":[0.9969791,0.00009416737,0.0006360717,0.0009877582,0.0005402092,0.0007627648],"domain_scores_gemma":[0.9989873,0.0001253715,0.000196253,0.0004578918,0.00008515576,0.0001480629],"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":[0.00005101121,0.0002310271,0.002350151,0.01902599,0.00001944279,0.00001487304,0.00009224392,0.000006255281,0.00007309603,0.000008078948,0.0007839907,0.9773439],"study_design_scores_gemma":[0.004585059,0.0007832386,0.01869897,0.09662111,0.0001499785,0.00002342925,0.0001253866,0.001274013,0.0001290983,0.0001231489,0.8765727,0.0009138609],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006609722,0.9891957,0.002231347,0.0001129121,0.001162177,0.007037466,0.00004829396,0.00005741248,0.00008858727],"genre_scores_gemma":[0.0003934851,0.9779263,0.01949868,0.00002937731,0.0001041651,0.001823608,0.0000162328,0.00004629768,0.0001619134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97643,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642117584734987,"score_gpt":0.3559581602539386,"score_spread":0.1917464017804399,"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."}}