{"id":"W2621092247","doi":"10.3766/jaaa.15153","title":"A Qualitative Case Study of Smartphone-Connected Hearing Aids: Influences on Patients, Clinicians, and Patient‐Clinician Interactions","year":2016,"lang":"en","type":"article","venue":"Journal of the American Academy of Audiology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Nonprobability sampling; Theoretical sampling; Grounded theory; Qualitative research; Constructivist grounded theory; Hearing aid; Sample (material); Psychology; Medicine; Medical education; Applied psychology; Audiology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264379,0.0001222275,0.0006995478,0.0002229897,0.000264313,8.628483e-7,0.0003915603,0.0001143114,0.00002407005],"category_scores_gemma":[0.004183837,0.00006577042,0.0001111378,0.0002845195,0.001287858,0.00008780383,0.0002993674,0.001115338,0.000003226574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008915178,"about_ca_system_score_gemma":0.00009195385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627322,"about_ca_topic_score_gemma":0.0001329552,"domain_scores_codex":[0.9936469,0.00428618,0.001570608,0.0001608159,0.0001493455,0.0001861473],"domain_scores_gemma":[0.9866523,0.007785628,0.004896105,0.0002816256,0.0003234576,0.00006090553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006760606,0.0005841622,0.9506178,0.00001092898,0.0002344884,0.000002746659,0.0176506,0.000001782951,0.0006494125,0.0001068135,0.0006644129,0.02880082],"study_design_scores_gemma":[0.001419533,0.003675387,0.8334606,0.0002331668,0.00006460709,0.00002940341,0.1598215,8.957626e-7,0.0001133859,0.0005506112,0.0005631753,0.00006773897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931613,0.0000512767,0.00002128886,0.006064046,0.0002334154,0.0003694471,0.00002033986,0.00001090712,0.00006799869],"genre_scores_gemma":[0.9980225,0.000124529,0.0003487602,0.001431022,0.0000286323,0.0000168367,1.296971e-7,0.000008267415,0.00001931368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1421709,"threshold_uncertainty_score":0.5008746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446115392842408,"score_gpt":0.5319856708315519,"score_spread":0.387374131547311,"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."}}