{"id":"W3034247753","doi":"10.2196/18196","title":"Evaluation of More Stamina, a Mobile App for Fatigue Management in Persons with Multiple Sclerosis: Protocol for a Feasibility, Acceptability, and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Oulun Yliopisto; European Commission","keywords":"Usability; mHealth; Quality of life (healthcare); Medicine; Protocol (science); Think aloud protocol; Cohort; Psychology; Applied psychology; Nursing; Alternative medicine; Computer science; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05150543,0.00218683,0.00265875,0.001572733,0.002933155,0.001798429,0.002124123,0.003036797,0.01878748],"category_scores_gemma":[0.03326975,0.001406307,0.003030875,0.001168686,0.0017259,0.001415127,0.001876343,0.003204504,0.004371064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00308102,"about_ca_system_score_gemma":0.014674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739037,"about_ca_topic_score_gemma":0.003014147,"domain_scores_codex":[0.980093,0.01324747,0.002342409,0.0009648431,0.002182947,0.00116929],"domain_scores_gemma":[0.978206,0.006947919,0.002118545,0.002037886,0.009384156,0.001305318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1304239,0.1748659,0.01307151,0.07672869,0.001189939,0.002958208,0.02650062,0.006248247,0.03266252,0.007643519,0.08346442,0.4442425],"study_design_scores_gemma":[0.1968049,0.2665471,0.09182368,0.02901214,0.001981975,0.001305506,0.01648613,0.008085837,0.02230471,0.005503192,0.3590732,0.001071678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009543296,0.0001319328,0.002137434,0.0001228145,0.00006328882,0.9867167,0.0004992278,0.00004387515,0.0007413867],"genre_scores_gemma":[0.002133114,0.00008244206,0.002993376,0.000067186,0.000008485111,0.9943938,0.000107344,0.000003512802,0.0002108099],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05150543,"threshold_uncertainty_score":0.27239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.649164796139935,"score_gpt":0.6009942797064367,"score_spread":0.04817051643349834,"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."}}