{"id":"W1966232383","doi":"10.1016/j.heares.2015.03.009","title":"Real-time imaging of in-vitro human middle ear using high frequency ultrasound","year":2015,"lang":"en","type":"article","venue":"Hearing Research","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency","keywords":"Middle ear; Ossicles; High frequency ultrasound; Ultrasound; Inner ear; Ultrasound imaging; Stapes; Biomedical engineering; Malleus; Medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000563272,0.0002719116,0.0001936728,0.0002158648,0.0002231973,0.0005637619,0.0002741103,0.0006483337,0.001175277],"category_scores_gemma":[0.0005094638,0.0003153885,0.0002276768,0.0002240048,0.0004615152,0.0005626756,0.0002383064,0.0004184248,0.0003572149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380605,"about_ca_system_score_gemma":0.0002007977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138343,"about_ca_topic_score_gemma":0.001877501,"domain_scores_codex":[0.9997765,0.00008315514,0.00001585198,0.00003678042,0.00004912938,0.00003860787],"domain_scores_gemma":[0.9995329,0.0002988787,0.00003612087,0.00005019413,0.00006097535,0.00002084997],"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":[0.00006371312,0.00001565159,0.0001202381,0.00004411861,0.000002661604,0.00004604445,0.00007982308,0.000201627,0.9979913,0.0000925585,0.00002759696,0.00131464],"study_design_scores_gemma":[0.00002259698,0.0004541709,0.005864765,0.00001417804,0.00003349351,0.0004361497,0.0002827958,0.006263101,0.9836728,0.0001587238,0.002776364,0.00002073057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036071,0.003724239,0.08747547,0.0002659379,0.0001191188,0.00008907183,0.0001968351,0.0001835846,0.004338657],"genre_scores_gemma":[0.9487054,0.001877017,0.04552537,0.0001288305,0.00005456057,0.0000831605,0.000182513,0.00004247998,0.00340061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00138343,"threshold_uncertainty_score":0.003931701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978414218449639,"score_gpt":0.4038752917554244,"score_spread":0.2060338699104605,"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."}}