{"id":"W3030389606","doi":"10.1212/wnl.0000000000009636","title":"The 2013 clinical course descriptors for multiple sclerosis","year":2020,"lang":"en","type":"review","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multiple sclerosis; Disease; Medicine; Framing (construction); Psychology; Intensive care medicine; Pathology; Psychiatry; Geography","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":[0.0009511363,0.0004878674,0.002782576,0.00007686976,0.0003770394,0.00003967252,0.0005777145,0.0006089078,0.00003443568],"category_scores_gemma":[0.005541775,0.0002844812,0.001394276,0.0002383742,0.000781517,0.00002701376,0.0004146402,0.001663155,0.0003277179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003797091,"about_ca_system_score_gemma":0.0005269915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562925,"about_ca_topic_score_gemma":0.0001167512,"domain_scores_codex":[0.9959432,0.0008320832,0.001160599,0.0008903061,0.0003656351,0.0008081908],"domain_scores_gemma":[0.9897792,0.00841536,0.0003840973,0.0007983214,0.0002235124,0.0003995227],"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":[0.0003579504,0.0001068573,0.0003114188,0.002016306,0.0005388846,0.00001940894,0.000009763974,6.737778e-8,8.477882e-7,0.00001593753,0.1600835,0.836539],"study_design_scores_gemma":[0.001324655,0.002043481,0.001242265,0.0006477977,0.001088546,0.00003048957,0.000003264572,0.0001367295,2.088008e-7,0.000005082151,0.9932979,0.0001796251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002672834,0.9813412,0.00003011707,0.01259722,0.001750065,0.003906342,0.0001295829,0.0001081262,0.0001106318],"genre_scores_gemma":[0.00003745996,0.9947197,0.0002039823,0.001541205,0.001719763,0.001369898,0.00006705388,0.0001257496,0.0002151246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8363594,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3723430837925305,"score_gpt":0.452737322978393,"score_spread":0.08039423918586247,"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."}}