{"id":"W2107132304","doi":"10.1136/jnnp-2011-301051","title":"The Kurtzke EDSS rank stability increases 4 years after the onset of multiple sclerosis: results from the MSBase Registry.","year":2012,"lang":"en","type":"article","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cégep de Lévis; Hôpital Notre-Dame","funders":"Economic and Social Research Council","keywords":"Expanded Disability Status Scale; Medicine; Multiple sclerosis; Cohort; Rank correlation; Cohort study; Correlation; Internal medicine; Pediatrics; Physical therapy; Statistics; Immunology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001651385,0.0004442103,0.0006105449,0.00009865859,0.001203431,0.00006484508,0.001032957,0.0001150112,0.0001169783],"category_scores_gemma":[0.001756507,0.0002442539,0.0003754841,0.000419109,0.002588702,0.0002227061,0.001560543,0.0006341535,0.0001058311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276633,"about_ca_system_score_gemma":0.0002271926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681041,"about_ca_topic_score_gemma":0.001441956,"domain_scores_codex":[0.9955919,0.000915427,0.0006413826,0.0006522718,0.00113208,0.001066945],"domain_scores_gemma":[0.9915021,0.005752344,0.0003407932,0.001772575,0.0003293328,0.0003028292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01607592,0.001499449,0.9286504,0.0001180445,0.001872556,0.0001212993,0.007495933,0.00003429418,0.003302705,0.001248789,0.03643315,0.003147461],"study_design_scores_gemma":[0.003233557,0.0001321649,0.9438165,0.0002091197,0.0003439849,0.00002336378,0.004494129,0.00008722797,0.0007313334,0.00003838951,0.04662864,0.0002615591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792794,0.002278571,0.00005046054,0.007398869,0.0003091279,0.001432187,0.003042221,0.00007844825,0.006130739],"genre_scores_gemma":[0.9934798,0.002526828,0.0002908963,0.0003929209,0.0003249515,0.0001099704,0.0001885448,0.00003947098,0.002646585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516613,"threshold_uncertainty_score":0.9960386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300859420238336,"score_gpt":0.2545628808240524,"score_spread":0.211554286621669,"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."}}