{"id":"W2498212039","doi":"10.17925/enr.2011.06.01.31","title":"Measuring Disability Progression with the Multiple Sclerosis Functional Composite","year":2011,"lang":"en","type":"article","venue":"European Neurological Review","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Expanded Disability Status Scale; Medicine; Physical medicine and rehabilitation; Multiple sclerosis; Physical therapy; Quality of life (healthcare); 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":[],"consensus_categories":[],"category_scores_codex":[0.001280572,0.0002312214,0.0004140475,0.00001574474,0.0002954673,0.00001922282,0.000255545,0.00002316996,0.000327787],"category_scores_gemma":[0.001234446,0.0000987874,0.0001743027,0.000260372,0.0006704254,0.0000622046,0.0003500855,0.0005334888,0.0002525068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002022013,"about_ca_system_score_gemma":0.00001339494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003873304,"about_ca_topic_score_gemma":0.000003120428,"domain_scores_codex":[0.9970121,0.001137592,0.0003250406,0.0005070684,0.0006514266,0.0003668001],"domain_scores_gemma":[0.9986064,0.000327813,0.0001126486,0.0005877214,0.0001520996,0.0002133539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047614,0.001505884,0.6328569,0.002058304,0.0001621022,0.0002089531,0.0001337189,0.000002960338,0.005856671,0.00004120372,0.007751095,0.3473746],"study_design_scores_gemma":[0.0006253566,0.0007627614,0.9683423,0.001371116,0.00009028003,0.0000386422,0.000003807032,0.00002737861,0.0001240737,0.00000128349,0.02850283,0.0001101947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180558,0.03394013,0.0003923335,0.01941368,0.0001189498,0.003939918,0.00001143009,0.0004705577,0.02365721],"genre_scores_gemma":[0.9802117,0.01460258,0.000642986,0.004229131,0.0001175918,0.00009103627,0.000007792522,0.00003051541,0.00006665034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472644,"threshold_uncertainty_score":0.4028433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3392559239006013,"score_gpt":0.3140779777624488,"score_spread":0.0251779461381525,"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."}}