{"id":"W4386851210","doi":"10.1016/j.msard.2023.105008","title":"Admission and discharge profiles of people with MS accessing in-patient rehabilitation in Canada","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Rehabilitation; Medicine; Odds; Cohort; Quality of life (healthcare); Latent class model; Functional Independence Measure; Stroke (engine); Multiple sclerosis; Logistic regression; Physical therapy; Acute care; Cognition; Odds ratio; Physical medicine and rehabilitation; Ordered logit; Gerontology; Health care; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005651628,0.0003137863,0.0008176145,0.001751151,0.003779356,0.002441821,0.001498752,0.0008300641,0.004339208],"category_scores_gemma":[0.005094858,0.0004242346,0.0009162434,0.006561162,0.0008135391,0.0009910644,0.001876452,0.001725127,0.0003633127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02990734,"about_ca_system_score_gemma":0.04025843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988937,"about_ca_topic_score_gemma":0.9935979,"domain_scores_codex":[0.998028,0.0001330234,0.0002207079,0.0001830225,0.0004249086,0.00101045],"domain_scores_gemma":[0.9941413,0.0002757322,0.001089616,0.00008800767,0.002510597,0.00189472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207493,0.0000919848,0.991868,0.00006005355,0.00007067957,0.0001524626,0.00179372,0.0001312696,0.0001174407,0.0001992675,0.001685855,0.003608648],"study_design_scores_gemma":[0.000009732251,0.00003395801,0.9934342,0.00007440185,0.00002053812,0.00006625641,0.005457482,0.0001727579,0.00002439267,0.00004794422,0.0006391049,0.00001921429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899585,0.0006501032,0.00005096768,0.0006795139,0.00002364043,0.00005698443,0.005529667,0.000008012199,0.003042543],"genre_scores_gemma":[0.9955714,0.0005387713,0.00007335227,0.0002490323,0.000009706589,0.00001902311,0.002493426,0.000006202011,0.001039102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02990734,"threshold_uncertainty_score":0.2169939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947423927903442,"score_gpt":0.2548042655903164,"score_spread":0.235330026311282,"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."}}