{"id":"W7008834824","doi":"","title":"Design, Development, and Usability Evaluation of a Mobile Application for Monitoring Voice and Upper Airway Health","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Centre for Research on Brain, Language and Music; Friedrich-Alexander-Universität Erlangen-Nürnberg; McGill University","keywords":"Usability; Airway; Mobile device; mHealth; Digital health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004689367,0.0006494521,0.0004572342,0.0007769872,0.0007850108,0.001227238,0.0007119085,0.0007855634,0.003068212],"category_scores_gemma":[0.008920987,0.0004817523,0.0005889559,0.0003073097,0.0004019873,0.0007800481,0.0008360756,0.00053291,0.0006996488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704028,"about_ca_system_score_gemma":0.001421775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130338,"about_ca_topic_score_gemma":0.001594889,"domain_scores_codex":[0.9981451,0.0009571427,0.0001958669,0.000210907,0.0003677674,0.0001232681],"domain_scores_gemma":[0.993413,0.003967214,0.0001716807,0.0001973498,0.00188826,0.0003624578],"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":[0.003073215,0.009249644,0.02640992,0.003637198,0.0002595439,0.001517249,0.03328594,0.001940869,0.2312274,0.001016153,0.007429924,0.6809531],"study_design_scores_gemma":[0.004952344,0.1483588,0.3229176,0.003251158,0.003665072,0.006771945,0.05381281,0.07031069,0.2244774,0.002031198,0.1586385,0.0008124842],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891819,0.0007901028,0.08942617,0.0005930358,0.0001894564,0.01019585,0.0002545338,0.0007706674,0.005961138],"genre_scores_gemma":[0.6881333,0.0009815361,0.2872687,0.0005508558,0.00006073698,0.009263408,0.0003927221,0.0002804395,0.01306827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004689367,"threshold_uncertainty_score":0.0248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0955704413229512,"score_gpt":0.427557317882374,"score_spread":0.3319868765594228,"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."}}