{"id":"W3087923399","doi":"10.2147/mder.s260732","title":"<p>The Mechanical Impedance of the Human Skull via Direct Bone Conduction Implants</p>","year":2020,"lang":"en","type":"article","venue":"Medical Devices Evidence and Research","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mechanical impedance; Skull; Materials science; Electrical impedance; Implant; Biomedical engineering; Medicine; Anatomy; Surgery; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439254,0.0001544552,0.0004540169,0.00007280052,0.0003962908,0.00003535688,0.0004520719,0.0002247902,0.0008798508],"category_scores_gemma":[0.005978256,0.00007940925,0.0001349719,0.0007283331,0.001051525,0.0001626122,0.0003796699,0.001069177,0.00009026776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002812036,"about_ca_system_score_gemma":0.0003207341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008818245,"about_ca_topic_score_gemma":0.0002382233,"domain_scores_codex":[0.9953272,0.0007847495,0.000486816,0.0004346839,0.002463442,0.0005030973],"domain_scores_gemma":[0.9966683,0.001929455,0.0001082197,0.0004267828,0.0002718862,0.0005953563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008267332,0.000531205,0.1037019,0.003362983,0.0003357563,0.001134688,0.004022391,0.00000155451,0.696723,0.004798644,0.07351015,0.111051],"study_design_scores_gemma":[0.00426314,0.003881285,0.490903,0.01462938,0.0006090432,0.002230742,0.00167461,0.006709449,0.146463,0.001941989,0.3256444,0.001049947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396254,0.01006779,0.00002722757,0.04847906,0.0003809878,0.0004870172,0.000005273642,0.00003557618,0.0008916282],"genre_scores_gemma":[0.9932121,0.003661563,0.00002133706,0.001667059,0.0007972353,0.00002840853,0.000004628711,0.00001738636,0.0005902851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502599,"threshold_uncertainty_score":0.963375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166252623325369,"score_gpt":0.3951016516604986,"score_spread":0.2784763893279617,"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."}}