{"id":"W2789613669","doi":"10.1097/aud.0000000000000572","title":"Development of a Novel Bone Conduction Verification Tool Using a Surface Microphone: Validation With Percutaneous Bone Conduction Users","year":2018,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Oticon Fonden","keywords":"Bone conduction; Microphone; Hearing aid; Simulation; Acoustics; Skull; Computer science; Audiology; Sound pressure; Medicine; Physics; Surgery","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":[0.00022529,0.00008735034,0.0001801881,0.00007048326,0.000135413,0.00001632118,0.00001229124,0.00006378828,0.00004252817],"category_scores_gemma":[0.00003060665,0.00008068061,0.00001840923,0.000135566,0.00009203474,0.0001261376,0.00001193249,0.0000933712,0.000007719104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005699114,"about_ca_system_score_gemma":0.0001150678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048245,"about_ca_topic_score_gemma":0.00001886331,"domain_scores_codex":[0.9992995,0.00001470271,0.0002183862,0.0001855085,0.0001548088,0.0001271087],"domain_scores_gemma":[0.9995975,0.00001475973,0.00009186709,0.0001111419,0.0001309856,0.00005371332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001822784,0.00005692373,0.008871428,0.00008061099,0.00002450688,0.000007194241,0.002531311,0.00002860608,0.9867336,0.00001181093,0.00001124464,0.00146052],"study_design_scores_gemma":[0.001334202,0.0002547713,0.06894375,0.0005325362,0.0001071943,0.002523557,0.001924062,0.001465197,0.9215087,0.000003589111,0.00115928,0.0002431231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965856,0.00007735919,0.002778852,0.00004933794,0.0002193828,0.0001859464,0.00000156738,0.00002771616,0.00007422135],"genre_scores_gemma":[0.9373778,0.00002012348,0.06226123,0.00002391324,0.0001047486,0.000001219379,0.00001826376,0.00001452338,0.000178226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06522483,"threshold_uncertainty_score":0.329006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06620263116919212,"score_gpt":0.2862078157490828,"score_spread":0.2200051845798907,"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."}}