{"id":"W6946052929","doi":"10.26226/morressier.5d9e3dea740457b65481ac6a","title":"Can Speeded Walking Help With Multiple Sclerosis Symptom Management? A Patient-Oriented Project","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Mood; Neuropsychology; Cognition; Multiple sclerosis; Depression (economics); Beck Depression Inventory; Psychological intervention; Prospective memory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004404827,0.0003177692,0.0003337532,0.0004285901,0.001454718,0.0008567705,0.0009073651,0.0009737993,0.007237305],"category_scores_gemma":[0.004792908,0.0002435552,0.0004519831,0.0005695397,0.000618898,0.0007547249,0.001810196,0.001030334,0.0006102122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192313,"about_ca_system_score_gemma":0.009430172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983296,"about_ca_topic_score_gemma":0.006950523,"domain_scores_codex":[0.9982309,0.001116422,0.0001011712,0.00009064738,0.0001826415,0.0002782232],"domain_scores_gemma":[0.9971856,0.0003984032,0.0002082154,0.0001074722,0.0003959079,0.001704328],"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":[0.00717552,0.07448439,0.1100001,0.002723389,0.000253617,0.0006989467,0.01327531,0.001031686,0.002580795,0.001170213,0.02590352,0.7607025],"study_design_scores_gemma":[0.04973587,0.176677,0.5759007,0.004431749,0.0007491254,0.00234794,0.04665028,0.003630085,0.003793511,0.003938812,0.1319009,0.00024407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718888,0.000709379,0.0007557467,0.008484344,0.00009592476,0.009097009,0.001132362,0.00006243538,0.007773834],"genre_scores_gemma":[0.9596937,0.002378238,0.01286767,0.003683877,0.0001823051,0.01700988,0.001184914,0.00001628756,0.002983026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007237305,"threshold_uncertainty_score":0.02421123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09246892460627405,"score_gpt":0.3196519334014946,"score_spread":0.2271830087952206,"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."}}