{"id":"W4280600583","doi":"10.1111/ene.15406","title":"Confirmed disability progression as a marker of permanent disability in multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cegep de Saint Jerome; Centre Hospitalier de l’Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Greenfield Research (Canada); Université de Montréal; Hôpital Notre-Dame","funders":"National Health and Medical Research Council; Biogen; University of Melbourne; Teva Pharmaceutical Industries; Sanofi Genzyme; University of Tasmania; Sanofi","keywords":"Medicine; Multiple sclerosis; Physical medicine and rehabilitation; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007770335,0.0004442406,0.0006637888,0.0007565753,0.0002415631,0.0006972446,0.0005568436,0.0006116396,0.0009256442],"category_scores_gemma":[0.007947996,0.000163698,0.0004905119,0.0007314706,0.000561728,0.0004642683,0.0007063995,0.0009872669,0.0001750325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947949,"about_ca_system_score_gemma":0.0003418455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004067884,"about_ca_topic_score_gemma":0.0007107015,"domain_scores_codex":[0.9969801,0.001816695,0.0002040627,0.0002821159,0.0006121725,0.0001048268],"domain_scores_gemma":[0.9884654,0.003850828,0.006218947,0.000557764,0.000463771,0.0004432722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01280292,0.0002277095,0.9597737,0.0004813475,0.0005342723,0.0001419774,0.0001131201,0.0008858145,0.001085996,0.0001031414,0.0005489596,0.02330105],"study_design_scores_gemma":[0.00043861,0.004073397,0.9913996,0.00006854118,0.0003267146,0.0006912719,0.00003344973,0.001548089,0.0005776663,0.0001781956,0.0006480637,0.00001623677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922065,0.005623695,0.0005522805,0.0001079872,0.00002363672,0.0001040577,0.0005513038,0.00001627744,0.0008142592],"genre_scores_gemma":[0.9987853,0.0003531186,0.000325204,0.0000286653,0.00002618497,0.00003593539,0.0003370309,0.000002189615,0.0001063497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007770335,"threshold_uncertainty_score":0.04109395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324688334724956,"score_gpt":0.3267640008406192,"score_spread":0.2435171174933697,"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."}}