{"id":"W4214821888","doi":"10.1080/14992027.2022.2041739","title":"A novel method for objective in-situ measurement of audibility in bone conduction hearing devices – a pilot study using a skin drive BCD","year":2022,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Stiftelsen Tysta Skolan","keywords":"Hearing aid; Bone conduction; Microphone; Acoustics; Audiology; Computer science; Medicine; Loudspeaker; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003393242,0.00008104758,0.0004426443,0.0005429494,0.00002594711,0.000003588915,0.0001060664,0.00002471865,0.00003355502],"category_scores_gemma":[0.0007944962,0.00007653053,0.00009002607,0.0001559625,0.00003552128,0.00008921151,0.00007302769,0.0003268202,1.851709e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007039253,"about_ca_system_score_gemma":0.0003377187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004277519,"about_ca_topic_score_gemma":0.001602297,"domain_scores_codex":[0.9982612,0.0003058107,0.0006839033,0.0001599661,0.0004649902,0.0001241761],"domain_scores_gemma":[0.9984041,0.0003129411,0.0005314673,0.00006879537,0.0006466074,0.00003611829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003853648,0.002371373,0.568458,0.00002331956,0.0004087629,0.000163021,0.002654529,0.002738426,0.4173483,0.00007336697,0.00001552713,0.001891724],"study_design_scores_gemma":[0.005242714,0.003624739,0.9784061,0.0001379951,0.00006776778,0.001616644,0.004024996,0.0004408151,0.005965936,0.0003617246,0.00003805243,0.00007248047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872565,0.0001746407,0.0106088,0.0003791582,0.001153747,0.0003602552,0.00000706411,0.000002392722,0.00005738722],"genre_scores_gemma":[0.9909996,0.000006191291,0.008682027,0.000114545,0.0001619952,0.00001961995,0.000002172486,0.000007457196,0.000006402243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113823,"threshold_uncertainty_score":0.3120824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339106886222338,"score_gpt":0.3902587988919526,"score_spread":0.2563481102697187,"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."}}