{"id":"W3155515376","doi":"10.1177/13524585211008760","title":"Current status of neuroprotective and neuroregenerative strategies in multiple sclerosis: A systematic review","year":2021,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Neuroprotection; Neuroscience; Medicine; Physical medicine and rehabilitation; Psychology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008811738,0.001135038,0.005345713,0.0006923209,0.0003945179,0.0004898438,0.0007857177,0.0002169321,0.00002867812],"category_scores_gemma":[0.008860412,0.0008871434,0.001002394,0.001490496,0.0002606822,0.0005133575,0.0004826062,0.001973856,0.00001581742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919359,"about_ca_system_score_gemma":0.0007916179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727742,"about_ca_topic_score_gemma":0.0000279732,"domain_scores_codex":[0.9874819,0.005927743,0.002974314,0.001420885,0.001096137,0.001099051],"domain_scores_gemma":[0.993082,0.002690097,0.002664439,0.0007511742,0.0002870406,0.0005252873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003639627,0.0007820061,0.00001476459,0.8834825,0.0001142864,0.0003388455,0.0002791247,0.00004484518,0.02779715,0.0002614118,0.00005894902,0.08678968],"study_design_scores_gemma":[0.001225374,0.0003971925,0.00006032748,0.9772007,0.001622143,0.0009573561,0.0001080239,0.000242591,0.01223162,0.00001246643,0.00496491,0.0009772928],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00204789,0.9927948,0.0002304885,0.00001201811,0.0009027255,0.003668113,0.0002898157,0.00004636115,0.000007840723],"genre_scores_gemma":[0.006170079,0.9927764,0.0001173353,0.0001454264,0.000111153,0.0004965545,0.000007628629,0.0001700372,0.000005406566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09371816,"threshold_uncertainty_score":0.9994884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547972047859393,"score_gpt":0.3291347734752768,"score_spread":0.0743375686893375,"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."}}