{"id":"W4386920274","doi":"10.1109/sas58821.2023.10254016","title":"Hearing Aid Accelerometer Based Pedometry Assessment for Older Adults","year":2023,"lang":"en","type":"article","venue":"","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère; Carleton University","funders":"","keywords":"Accelerometer; Computer science; Hearing aid; Physical medicine and rehabilitation; Audiology; Medicine; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005232183,0.0004233063,0.0003848677,0.0008564774,0.0001463464,0.0004713264,0.0002888534,0.0004202316,0.001668979],"category_scores_gemma":[0.002335198,0.000156759,0.0003068946,0.0006132593,0.00005725553,0.0002110899,0.0003013228,0.000233157,0.0008852788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271194,"about_ca_system_score_gemma":0.0002062688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134389,"about_ca_topic_score_gemma":0.007221675,"domain_scores_codex":[0.9995447,0.0001163617,0.00008892846,0.00005906268,0.000165458,0.0000254172],"domain_scores_gemma":[0.9994556,0.00006528499,0.0001200908,0.00002444515,0.0003057744,0.00002882995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114916,0.0005593156,0.7389666,0.001141754,0.0002265433,0.0005717862,0.0006600163,0.0007502174,0.01320592,0.0001047532,0.005791103,0.236873],"study_design_scores_gemma":[0.00005430333,0.001006602,0.9891907,0.0001668114,0.0000951199,0.00101407,0.0003368784,0.00280367,0.001842607,0.00008243648,0.003387068,0.0000197642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97044,0.003005289,0.009917805,0.0003538369,0.0001819484,0.0006923618,0.005862788,0.0002695566,0.00927638],"genre_scores_gemma":[0.9720705,0.002666012,0.01800697,0.0002206538,0.00008037157,0.0005357542,0.002766819,0.00001800863,0.003634746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134389,"threshold_uncertainty_score":0.006232321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08438279146000105,"score_gpt":0.462192611340434,"score_spread":0.3778098198804329,"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."}}