{"id":"W4297253993","doi":"10.1080/17483107.2022.2115563","title":"Lifestyle and health changes in wheelchair users with a chronic disability after 12 weeks of using the WHEELS mHealth application","year":2022,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"Nationaal Regieorgaan Praktijkgericht Onderzoek SIA; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Wheelchair; mHealth; Physical medicine and rehabilitation; Gerontology; Manual wheelchair; Medicine; Physical therapy; Psychology; Computer science; Nursing; World Wide Web; Psychological intervention","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":[0.000360501,0.0002514995,0.0003963713,0.0004076549,0.0003896597,0.0003757293,0.0001312369,0.0004182838,0.003507963],"category_scores_gemma":[0.001269187,0.0001150464,0.0006014936,0.0002834952,0.000125548,0.000241383,0.0003306053,0.0003494951,0.0005285416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450922,"about_ca_system_score_gemma":0.0001896603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880235,"about_ca_topic_score_gemma":0.007942016,"domain_scores_codex":[0.9997544,0.00006468554,0.00003211169,0.0000322903,0.00005620245,0.00006035775],"domain_scores_gemma":[0.9995317,0.0000648902,0.0001703672,0.00002075092,0.00009653483,0.0001157202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005690119,0.006318177,0.8749047,0.00078299,0.0006052867,0.0004249237,0.002608456,0.0001757878,0.007474008,0.00002177033,0.0006128821,0.100381],"study_design_scores_gemma":[0.00002540443,0.001482069,0.9975125,0.00002318902,0.00006228316,0.00005357625,0.000385412,0.00005172248,0.000167747,0.000005547056,0.0002229612,0.000007610847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990082,0.0002980349,0.00002689945,0.00003066917,0.00000810108,0.00003075218,0.000130664,0.000003936414,0.0004627806],"genre_scores_gemma":[0.9984143,0.000194595,0.00009910771,0.00003450953,0.000007165665,0.00005644807,0.0001470534,0.000001203921,0.001045662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003880235,"threshold_uncertainty_score":0.01173532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605685232110523,"score_gpt":0.3799859734547771,"score_spread":0.3539291211336719,"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."}}