{"id":"W2928904713","doi":"10.1136/bmjopen-2018-026622","title":"Management of multiple sclerosis symptoms through reductions in sedentary behaviour: protocol for a feasibility study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Intervention (counseling); Sitting; Coaching; Physical therapy; Sedentary behavior; Physical activity; Protocol (science); Sedentary lifestyle; Social cognitive theory; Multiple sclerosis; Physical medicine and rehabilitation; Alternative medicine; Nursing; Psychology; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04778965,0.004023474,0.006818887,0.002840511,0.005535367,0.003221937,0.003762701,0.007803101,0.09122377],"category_scores_gemma":[0.03452488,0.003319396,0.004860615,0.002835655,0.003356207,0.002749746,0.003288369,0.009076417,0.02204745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00525955,"about_ca_system_score_gemma":0.02325004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330285,"about_ca_topic_score_gemma":0.005261294,"domain_scores_codex":[0.9804355,0.01043137,0.003182481,0.001403502,0.001987791,0.002559309],"domain_scores_gemma":[0.9768004,0.00705827,0.003035145,0.002753387,0.007688381,0.002664295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4155028,0.1467709,0.003442386,0.07368491,0.001470837,0.002171222,0.00641589,0.006442427,0.0131753,0.01014706,0.0653516,0.2554246],"study_design_scores_gemma":[0.5894821,0.1372637,0.0145686,0.01989283,0.0009545866,0.0004238498,0.002667065,0.003182945,0.004769967,0.007235611,0.2189708,0.0005878982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006594372,0.00005329229,0.0006365509,0.00006383637,0.00007256583,0.997925,0.0002440722,0.00002016999,0.0003250051],"genre_scores_gemma":[0.0004203092,0.00004742178,0.001084446,0.00004140001,0.00001324341,0.9982111,0.00005032131,0.000001760127,0.0001298576],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09122377,"threshold_uncertainty_score":0.3051739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433246446244198,"score_gpt":0.5086973707802028,"score_spread":0.165372726155783,"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."}}