{"id":"W3034954840","doi":"10.2196/19585","title":"User-Dependent Usability and Feasibility of a Swallowing Training mHealth App for Older Adults: Mixed Methods Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Computer science; Mobile apps; Swallowing; Human–computer interaction; Multimedia; Psychology; Medicine; Applied psychology; World Wide Web; Psychological intervention; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008176886,0.0004258518,0.001277955,0.0001456598,0.001162503,0.00002362489,0.0002645217,0.0001556486,0.00006461203],"category_scores_gemma":[0.000549064,0.0003806959,0.00008216944,0.0003814792,0.0001183773,0.0002475161,0.000328927,0.0008216291,0.000003882925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079945,"about_ca_system_score_gemma":0.00111904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000913314,"about_ca_topic_score_gemma":0.0006451181,"domain_scores_codex":[0.9925184,0.002489797,0.001953659,0.001241305,0.0004811432,0.001315661],"domain_scores_gemma":[0.9954656,0.001589397,0.0008641886,0.0005450368,0.0002309844,0.001304806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007243862,0.003810062,0.6105731,0.05593649,0.0002255833,0.000005221727,0.1289516,0.000005191817,0.0000790685,0.003802196,0.003024568,0.186343],"study_design_scores_gemma":[0.01196268,0.007808155,0.882954,0.0003147054,0.0002632472,8.452664e-7,0.0931206,0.001132245,0.000005421298,0.0004773197,0.001589615,0.0003711318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685243,0.0006401892,0.009869557,0.006040901,0.0006539086,0.0136305,0.00008490922,0.0002103177,0.0003454458],"genre_scores_gemma":[0.9778395,0.0002530247,0.01649131,0.003663612,0.0002632355,0.001291021,0.00003085061,0.00005792721,0.0001095045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723809,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2476804571425771,"score_gpt":0.5337003657435435,"score_spread":0.2860199086009664,"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."}}