{"id":"W2791628292","doi":"10.2196/mhealth.9437","title":"More Stamina, a Gamified mHealth Solution for Persons with Multiple Sclerosis: Research Through Design","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"mHealth; Telemedicine; Computer science; Quality of life (healthcare); Limiting; Health care; Psychology; Applied psychology; Multimedia; Medicine; Nursing; Engineering; 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":[0.01627931,0.0009248776,0.0008348075,0.001903783,0.001248602,0.002952728,0.0018115,0.001517407,0.004669028],"category_scores_gemma":[0.01882691,0.0004770915,0.001552364,0.0008439879,0.001869317,0.002886475,0.002352628,0.001452471,0.0004886262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718457,"about_ca_system_score_gemma":0.004031113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296009,"about_ca_topic_score_gemma":0.002918119,"domain_scores_codex":[0.9926286,0.004959567,0.0005077609,0.0004287355,0.001127812,0.0003475574],"domain_scores_gemma":[0.9929844,0.004502685,0.0005164386,0.0004555186,0.0009436836,0.0005973329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002901192,0.01600659,0.01249067,0.01782048,0.000432789,0.0008514343,0.039752,0.002455261,0.009844401,0.0162104,0.009705142,0.8715296],"study_design_scores_gemma":[0.01688052,0.1745523,0.07957754,0.03305402,0.005905475,0.004185461,0.07885896,0.02095001,0.03116121,0.0606061,0.4931588,0.001109684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8193579,0.01697878,0.08332405,0.005924163,0.0008976671,0.04022867,0.0009379472,0.0009967989,0.03135403],"genre_scores_gemma":[0.5506746,0.01140641,0.3804223,0.003096157,0.0001403273,0.04142742,0.0005351869,0.0001584344,0.01213918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01627931,"threshold_uncertainty_score":0.08609426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4087880884311771,"score_gpt":0.481562193814593,"score_spread":0.07277410538341594,"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."}}