{"id":"W4386084799","doi":"10.2196/46043","title":"Mobile Health Hearing Aid Acclimatization and Support Program in Low-Income Communities: Feasibility Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; Manchester Biomedical Research Centre; National Institutes of Health; National Institute for Health and Care Research; Impact Fund","keywords":"mHealth; Acclimatization; Hearing loss; Medicine; Nursing; Audiology; 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":[0.003928455,0.000847256,0.0005812687,0.001281472,0.003826072,0.00118589,0.001001382,0.001154648,0.005148259],"category_scores_gemma":[0.005186809,0.0006647878,0.0005921295,0.0007385651,0.0008170363,0.001287435,0.00213138,0.001185604,0.0005609182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149965,"about_ca_system_score_gemma":0.009043816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155598,"about_ca_topic_score_gemma":0.02955521,"domain_scores_codex":[0.9980906,0.0007181023,0.00008970626,0.0001268158,0.0002275339,0.0007472521],"domain_scores_gemma":[0.9963244,0.0006500686,0.0003472943,0.0001078795,0.0007462397,0.001824137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0061091,0.1862909,0.4575182,0.004937209,0.0001942477,0.01252758,0.132511,0.0007126473,0.01742648,0.0009683326,0.004162399,0.1766419],"study_design_scores_gemma":[0.004622293,0.1194745,0.6545761,0.001161915,0.0002743446,0.001915167,0.2024368,0.001605005,0.002276995,0.0004230813,0.01103748,0.0001962359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939492,0.00004429405,0.0001494901,0.0001980526,0.00001034476,0.004790903,0.00008975026,0.000007367789,0.0007607322],"genre_scores_gemma":[0.9859298,0.0002891691,0.00271767,0.0004704473,0.00002893292,0.009550072,0.000190647,0.000004537417,0.0008187222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0155598,"threshold_uncertainty_score":0.03093845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967626258357591,"score_gpt":0.5535030199527058,"score_spread":0.3567403941169467,"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."}}