{"id":"W7161996808","doi":"10.82308/55164","title":"Design, Development, and Usability Evaluation of a Mobile Application for Monitoring Voice and Upper Airway Health","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Android (operating system); Asthma; Mobile phone; Mobile apps; Digital health; Health care; System usability scale","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":[0.005810022,0.0007194487,0.0003906745,0.0007537064,0.0006899255,0.001464587,0.0008185565,0.0007400411,0.002051468],"category_scores_gemma":[0.008229736,0.0004053104,0.0006212747,0.0002335098,0.0005350801,0.0008991538,0.001023232,0.0005348893,0.0006332009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443543,"about_ca_system_score_gemma":0.001556034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007280886,"about_ca_topic_score_gemma":0.001251136,"domain_scores_codex":[0.9974303,0.001162792,0.000268464,0.000304966,0.000593995,0.0002394491],"domain_scores_gemma":[0.9948711,0.002651078,0.0002625088,0.0002606817,0.001641181,0.0003134735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002177434,0.01171766,0.05746448,0.006183336,0.0002537731,0.002322048,0.04201159,0.002536244,0.1599807,0.002313281,0.009930538,0.703109],"study_design_scores_gemma":[0.00383198,0.1250888,0.4235755,0.00455596,0.002213421,0.007768607,0.03961524,0.04911661,0.1552062,0.003293914,0.18491,0.0008238048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557725,0.000624284,0.02773028,0.0004179745,0.0001319629,0.009430004,0.000184853,0.0003957967,0.005312298],"genre_scores_gemma":[0.8116019,0.0009558442,0.1674593,0.0005645944,0.00005895514,0.01152807,0.0003976409,0.0001312225,0.007302515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005810022,"threshold_uncertainty_score":0.03072673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387161298142518,"score_gpt":0.5075841223256775,"score_spread":0.3688679925114257,"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."}}