{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001568747,0.0004054958,0.00109198,0.0003677357,0.0002953079,0.0001095803,0.0004801801,0.0001938307,0.0001121989],"category_scores_gemma":[0.005275658,0.0003866802,0.0004324538,0.0008901812,0.0002725649,0.0005078192,0.0003440795,0.001047763,0.000007503443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007206144,"about_ca_system_score_gemma":0.0003452213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008864686,"about_ca_topic_score_gemma":0.002745268,"domain_scores_codex":[0.9956749,0.0002586624,0.001392948,0.0006946816,0.001079318,0.0008994646],"domain_scores_gemma":[0.9960884,0.00204992,0.0004183467,0.0004623049,0.0002748966,0.0007061061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007176296,0.0006452487,0.7615745,0.0003632221,0.0001058026,0.000001878239,0.00372374,0.0007142877,0.1821094,0.000005080331,0.0002530895,0.04978612],"study_design_scores_gemma":[0.00789699,0.0002827309,0.9624809,0.001357969,0.00004684268,0.000006182467,0.003617047,0.007402307,0.01634599,0.00002300675,0.0002269659,0.0003130606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981813,0.000690661,0.01229975,0.002268006,0.0001138293,0.002572679,0.00008325482,0.00006483241,0.00009401129],"genre_scores_gemma":[0.9855367,0.0009110073,0.01233369,0.0001390337,0.0005110145,0.0004652635,0.000008830079,0.0000713648,0.00002308073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009064,"threshold_uncertainty_score":0.9998585,"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."}}