{"id":"W2921138432","doi":"10.1016/j.jpeds.2019.01.040","title":"Benefits of Physical Activity for Depression and Fatigue in Multiple Sclerosis: A Longitudinal Analysis","year":2019,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; SickKids Foundation","funders":"Canadian Institutes of Health Research; Ontario Institute for Regenerative Medicine; Hospital for Sick Children; Institut canadien d'information sur la santé; Multiple Sclerosis Society of Canada; Stem Cell Network; Rare Disease Foundation; Patient-Centered Outcomes Research Institute; Biogen; National Multiple Sclerosis Society","keywords":"Medicine; Depression (economics); Center for Epidemiologic Studies Depression Scale; Longitudinal study; Depressive symptoms; Multiple sclerosis; Physical therapy; Rating scale; Quality of life (healthcare); Physical activity; Psychiatry; Cognition; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004582826,0.0005321763,0.000606104,0.0008005003,0.0009964397,0.001007829,0.0006477652,0.001558553,0.001620972],"category_scores_gemma":[0.008629243,0.0006657458,0.002638008,0.0009938518,0.0005107484,0.001103502,0.001078201,0.00177388,0.000224756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000727289,"about_ca_system_score_gemma":0.001214538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542438,"about_ca_topic_score_gemma":0.01681702,"domain_scores_codex":[0.9985217,0.000652249,0.0001459459,0.0002245761,0.0001585865,0.0002969563],"domain_scores_gemma":[0.9953798,0.001232175,0.001490004,0.0005710675,0.0004075351,0.0009194351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00277974,0.0006305293,0.9925724,0.00002430687,0.001086764,0.00006311808,0.0001315819,0.0001200905,0.0001803349,0.00003143632,0.0000723055,0.002307517],"study_design_scores_gemma":[0.00006664517,0.0009763882,0.9978871,0.0000129352,0.0004670928,0.00006044818,0.0001103574,0.0002300663,0.00004807368,0.00003542612,0.00009680682,0.000008627878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984605,0.0009637989,0.00009039661,0.0000845945,0.00001001506,0.00001358587,0.0002321384,0.00000329641,0.0001415915],"genre_scores_gemma":[0.9990903,0.0002533213,0.00008103975,0.00003563568,0.00001579187,0.00002257452,0.0002595417,0.000001771121,0.0002398879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542438,"threshold_uncertainty_score":0.03066915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171604096286721,"score_gpt":0.3431052089916359,"score_spread":0.2259447993629638,"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."}}