{"id":"W2944949190","doi":"10.1002/14651858.cd008422.pub3","title":"Vitamin D for the management of multiple sclerosis","year":2018,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Cancer Society; University of New Brunswick","funders":"","keywords":"Multiple sclerosis; Vitamin D and neurology; Medicine; Cochrane Library; Expanded Disability Status Scale; Randomized controlled trial; Placebo; Gliosis; Magnetic resonance imaging; Physical therapy; Internal medicine; Pathology; Alternative medicine; Immunology; Radiology","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":[0.008132241,0.0007147008,0.01011797,0.000263305,0.0001352335,0.00002151737,0.00108386,0.0001471247,0.00009502813],"category_scores_gemma":[0.005190457,0.0003394607,0.002229403,0.0006743461,0.0004054463,0.00007364744,0.0005512031,0.0002347604,0.0001823573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207168,"about_ca_system_score_gemma":0.0001129802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001928061,"about_ca_topic_score_gemma":0.000006544202,"domain_scores_codex":[0.9922774,0.0008420824,0.004661043,0.0006595199,0.001101512,0.0004584682],"domain_scores_gemma":[0.9872476,0.004826034,0.003263312,0.003883455,0.0006277613,0.0001518304],"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":[0.00002011907,0.000146459,6.467537e-7,0.8964152,0.002156393,0.000002449222,0.00004865987,2.219339e-8,0.00001038462,0.00004404652,0.01133144,0.08982413],"study_design_scores_gemma":[0.0006724505,0.0001035661,0.000003524586,0.7101771,0.01037473,0.00001307717,0.0001017682,0.00003541719,0.00001117949,3.868683e-7,0.2783297,0.0001771879],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.888061e-7,0.9562396,0.001468654,0.00002216324,0.000249513,0.04023019,0.001592495,0.00001770787,0.0001791322],"genre_scores_gemma":[0.000003427904,0.9779043,0.008255999,0.00001330747,0.0001868528,0.0124625,0.0006528618,0.00008418772,0.0004365268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2669982,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3301095811928534,"score_gpt":0.4305619776703117,"score_spread":0.1004523964774583,"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."}}