{"id":"W1709866951","doi":"10.7439/ijpr.v4i3.123","title":"Multiple sclerosis: An overview","year":2014,"lang":"en","type":"article","venue":"Scholar Science Journals - International Journal of Biomedical Research","topic":"Sphingolipid Metabolism and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Multiple sclerosis; Medicine; Etiology; Intensive care medicine; Neuroscience; Dermatology; Pathology; Psychology; Immunology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02833365,0.0001208885,0.0002078281,0.0009612716,0.0004524115,0.0006627245,0.002678267,0.0001261625,0.000169179],"category_scores_gemma":[0.01500031,0.00009255552,0.0001573925,0.0007541671,0.0008658522,0.0001796793,0.0004133545,0.001031226,0.00001779344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007353683,"about_ca_system_score_gemma":0.0008594439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393674,"about_ca_topic_score_gemma":0.000002736623,"domain_scores_codex":[0.9936059,0.000550693,0.0006620837,0.0003166225,0.0043425,0.0005221851],"domain_scores_gemma":[0.9948225,0.0001131075,0.0003058016,0.000302119,0.00360646,0.0008499965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001119068,0.0001741302,0.001573001,0.000003645617,0.00003641548,0.00001162081,0.00007479553,0.00002087815,0.9262711,0.0002465492,0.0006312628,0.0708447],"study_design_scores_gemma":[0.004902491,0.002443142,0.07761512,0.0009510315,0.00003156315,0.001229635,0.0009701691,0.003089265,0.5734155,0.003333907,0.3314862,0.0005320867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875966,0.004419548,0.004747195,0.001298915,0.001677286,0.00005982186,0.000006768318,0.000004053208,0.0001897633],"genre_scores_gemma":[0.988317,0.003725048,0.004164774,0.0005002845,0.003229308,0.000001854364,0.000004785024,0.00001403296,0.00004290415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528557,"threshold_uncertainty_score":0.9932967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031257495748972,"score_gpt":0.4648802585645674,"score_spread":0.2617545089896702,"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."}}