{"id":"W3166318855","doi":"10.48336/9fv7-kh77","title":"A novel exercise initiative to improve walking ability in people with multiple sclerosis having higher levels of disability","year":2021,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Aerobic exercise; Medicine; Physical medicine and rehabilitation; Physical therapy; Multiple sclerosis; Treadmill; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007241364,0.0002634131,0.0003213615,0.000282487,0.0007602629,0.0005186378,0.0004098252,0.0007642632,0.004545257],"category_scores_gemma":[0.0008312062,0.00008355633,0.0005254023,0.0001668709,0.0002142958,0.0005402553,0.0009999861,0.001020197,0.0007702378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254926,"about_ca_system_score_gemma":0.001018257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034862,"about_ca_topic_score_gemma":0.003350559,"domain_scores_codex":[0.9997053,0.0001094346,0.00002300368,0.00005514502,0.00004514717,0.00006197414],"domain_scores_gemma":[0.9996805,0.00003391576,0.00003628587,0.00001160718,0.00004430677,0.0001934192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003380746,0.01689767,0.04117443,0.002457416,0.0002777391,0.0005792567,0.0036303,0.0003057653,0.01170025,0.001745502,0.03175182,0.886099],"study_design_scores_gemma":[0.007100369,0.06498446,0.5696902,0.002579071,0.001153667,0.001776607,0.0100763,0.002707792,0.008559283,0.004894139,0.3263015,0.0001765236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898169,0.007938451,0.0066238,0.03414304,0.003195208,0.003613154,0.0009504656,0.0003896704,0.04497718],"genre_scores_gemma":[0.9178064,0.006429717,0.03102197,0.01177259,0.001176944,0.004441865,0.0007346624,0.00003946073,0.02657633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004545257,"threshold_uncertainty_score":0.01520544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351983087912302,"score_gpt":0.2984765737590894,"score_spread":0.2349567428799663,"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."}}