{"id":"W2998946058","doi":"10.1177/1352458519898591","title":"New applications for independent activities of daily living in measuring disability in multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Activities of daily living; Expanded Disability Status Scale; Psychology; Scale (ratio); Rehabilitation; Physical therapy; Medicine; Gerontology; Physical medicine and rehabilitation; Multiple sclerosis; 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":[0.01428064,0.002102325,0.001298774,0.005441066,0.0008088713,0.001654453,0.00133804,0.001232352,0.006225592],"category_scores_gemma":[0.02714711,0.0006115836,0.002433411,0.004614677,0.0006737123,0.002417667,0.002613662,0.0029203,0.002543906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152697,"about_ca_system_score_gemma":0.001228058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804951,"about_ca_topic_score_gemma":0.006078464,"domain_scores_codex":[0.9882626,0.006410454,0.001637887,0.0007039791,0.002634621,0.0003504286],"domain_scores_gemma":[0.9872833,0.007208282,0.002140949,0.0004696499,0.002497455,0.0004003297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001731887,0.0007301867,0.3318461,0.002593334,0.0007574305,0.0005289715,0.00122825,0.003802477,0.002285528,0.007851805,0.03706858,0.6095755],"study_design_scores_gemma":[0.000522279,0.002495216,0.7960666,0.002617644,0.0004741064,0.004450673,0.001465115,0.02111844,0.001521515,0.01692184,0.1520184,0.0003282081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4071279,0.1474933,0.2515832,0.01124559,0.01036066,0.01835874,0.04835295,0.005032238,0.1004454],"genre_scores_gemma":[0.5348297,0.0228629,0.3847028,0.002227861,0.001408025,0.02378053,0.01230354,0.000491944,0.01739276],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01428064,"threshold_uncertainty_score":0.07552409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.22564459639588,"score_gpt":0.315331861443545,"score_spread":0.08968726504766505,"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."}}