{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004658837,0.0001451619,0.0007900026,0.0004365221,0.0000242688,0.000006987252,0.00005947142,0.00006548385,0.00003522574],"category_scores_gemma":[0.0002048746,0.0001111599,0.00008037034,0.0004607976,0.0004747162,0.0001932279,0.0000254016,0.0005406378,0.000004836348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008519178,"about_ca_system_score_gemma":0.0002306366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002166998,"about_ca_topic_score_gemma":0.00007442027,"domain_scores_codex":[0.9986455,0.0001415714,0.0005681587,0.0002104308,0.000178875,0.0002554336],"domain_scores_gemma":[0.9986447,0.0004696237,0.0004367771,0.0001106559,0.0002258242,0.0001123956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002537657,0.0001031321,0.9313431,0.0002781596,0.0006133227,0.002845691,0.008734621,0.004033221,0.01389998,0.00006761841,0.0000769074,0.03546653],"study_design_scores_gemma":[0.002384326,0.006174878,0.9577188,0.004494441,0.0001821305,0.008078136,0.01372007,0.0007885629,0.006012495,0.00006473628,0.0001464691,0.0002348749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997569,0.0008103289,0.0006093041,0.000279158,0.0004161145,0.0001061946,0.000003383182,0.00001486622,0.0001916433],"genre_scores_gemma":[0.9976903,0.0001259053,0.001731692,0.0001383014,0.0001807099,0.000001217642,0.000004324179,0.00002334179,0.0001042367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03523165,"threshold_uncertainty_score":0.4532968,"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."}}