{"id":"W4396916953","doi":"10.1044/2024_aja-23-00258","title":"Examining Force Level Output of Skin-Drive Bone Conduction Hearing Devices in Adults With Simulated Conductive Hearing Loss","year":2024,"lang":"en","type":"article","venue":"American Journal of Audiology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bone conduction; Digital subscriber line; Audiology; Hearing aid; Transducer; Hearing loss; Medicine; Biomedical engineering; Materials science; Acoustics; Computer science; Telecommunications; Physics","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":[0.0008249041,0.0004682002,0.0002254221,0.0004251763,0.0001555105,0.0003619268,0.0002513859,0.0004675542,0.001205372],"category_scores_gemma":[0.004141533,0.0001699477,0.0002227625,0.0001552156,0.0003022965,0.0004161577,0.0004812294,0.0002465996,0.0003155166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198893,"about_ca_system_score_gemma":0.0001693454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008110463,"about_ca_topic_score_gemma":0.00111418,"domain_scores_codex":[0.9993196,0.0001458757,0.00009918508,0.000134966,0.000228894,0.00007156117],"domain_scores_gemma":[0.9983999,0.0005595465,0.0004470427,0.00007860848,0.0003696802,0.0001452489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004909349,0.001726091,0.8318808,0.0003701795,0.00009455731,0.001346066,0.002789998,0.0005907702,0.1162506,0.00005454951,0.0002566207,0.03973036],"study_design_scores_gemma":[0.0001177212,0.02287237,0.935393,0.00004445076,0.000157745,0.004276576,0.002407273,0.001489038,0.03251453,0.00006049622,0.0006394438,0.00002739576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994965,0.00004371655,0.0002756749,0.000005785746,0.000001350183,0.00001428327,0.00002524188,0.00000422184,0.000133166],"genre_scores_gemma":[0.9992949,0.00003303745,0.0005086742,0.00002181527,0.000001879764,0.00001928662,0.00002809899,0.000001536319,0.00009083154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205372,"threshold_uncertainty_score":0.004362524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910841217948462,"score_gpt":0.2954620872628929,"score_spread":0.2463536750834083,"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."}}