{"id":"W4403721828","doi":"10.1177/17562864241284166","title":"The impact of different lifestyle factors on disability in multiple sclerosis at older ages: a monocentric retrospective study","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Neurological Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Multiple sclerosis; Medicine; Disease; Central nervous system; Gerontology; Pediatrics; Physical therapy; Internal medicine; Immunology","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":[0.001189327,0.0003692901,0.0006480143,0.001369216,0.0006061711,0.0004894879,0.0002672914,0.0004532661,0.001011623],"category_scores_gemma":[0.001602225,0.0004184601,0.0005262568,0.001456916,0.0003059209,0.0004460632,0.0005509899,0.0002536608,0.0001835762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236641,"about_ca_system_score_gemma":0.0003273764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690893,"about_ca_topic_score_gemma":0.005263942,"domain_scores_codex":[0.9992087,0.0002197229,0.000101047,0.0002077542,0.0001346258,0.0001282368],"domain_scores_gemma":[0.998365,0.0002580425,0.0007037452,0.000181843,0.000218453,0.0002728395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014971,0.00003885536,0.998602,0.00001584443,0.00004492992,0.0001342516,0.0001140863,0.00001098681,0.0001737735,0.000006539569,0.00002186156,0.0006871234],"study_design_scores_gemma":[0.00001002382,0.0003285415,0.9988134,0.000005964302,0.00004630812,0.0003725461,0.0002115633,0.00003583216,0.00003796024,0.000006124304,0.0001283205,0.000003354152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995366,0.0001923783,0.00005746323,0.000004641948,0.000001710653,0.00001241975,0.0001003668,7.828134e-7,0.00009364379],"genre_scores_gemma":[0.9995454,0.0001209041,0.00007323059,0.00001587482,0.000007412989,0.00001578933,0.0001519719,9.6932e-7,0.00006841535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004690893,"threshold_uncertainty_score":0.009327173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06123869730021204,"score_gpt":0.3590973427513497,"score_spread":0.2978586454511377,"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."}}