{"id":"W3031469252","doi":"10.1177/1352458520923945","title":"Frailty in ageing persons with multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Ageing; Life expectancy; Gerontology; Frailty Index; Quality of life (healthcare); Cross-sectional study; Healthy ageing; Physical therapy; Internal medicine; Population; Pathology; Environmental health","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":[0.0008344189,0.0006630337,0.001190428,0.0005145759,0.0007614495,0.0003145877,0.0005474101,0.0002375093,0.0005190186],"category_scores_gemma":[0.003471366,0.0005232478,0.0004421042,0.001393908,0.000417466,0.0006238603,0.0003289264,0.002222142,0.0001642517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004848382,"about_ca_system_score_gemma":0.0003274708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004332356,"about_ca_topic_score_gemma":0.0008477764,"domain_scores_codex":[0.9945051,0.0003167138,0.001022482,0.0009348227,0.001698531,0.001522352],"domain_scores_gemma":[0.9964973,0.0006600271,0.0003507118,0.0005350065,0.0004484964,0.001508455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00195111,0.0005247521,0.7387199,0.0001574615,0.0003599137,0.0003670747,0.004767995,0.0005942932,0.2210236,0.00000282491,0.005190924,0.02634014],"study_design_scores_gemma":[0.01644323,0.0009819649,0.9520087,0.001563848,0.0001072276,0.0001178266,0.002973139,0.01571741,0.006370171,0.000003199431,0.00310497,0.0006082781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844849,0.0009046049,0.001474787,0.01068435,0.0001756743,0.001099662,0.00007617591,0.0002150897,0.0008847982],"genre_scores_gemma":[0.9850905,0.001486263,0.01031581,0.001877155,0.000854461,0.0001070338,0.00001963071,0.0001469855,0.0001021508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146534,"threshold_uncertainty_score":0.9997219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994803860134822,"score_gpt":0.3053110496128051,"score_spread":0.1058306635993229,"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."}}