{"id":"W2076139597","doi":"10.1097/mao.0000000000000629","title":"Microperforations Significantly Enhance Diffusion Across Round Window Membrane","year":2014,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Round window; Window (computing); Diffusion; Audiology; World Wide Web","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003896508,0.0004212479,0.0006192978,0.0001659443,0.0007273859,0.000089419,0.0009238299,0.0004264287,0.0002592991],"category_scores_gemma":[0.00220769,0.0004247626,0.0001190424,0.0004842698,0.001118344,0.000153735,0.0004202338,0.0007656812,0.001321545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003822105,"about_ca_system_score_gemma":0.0001068407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007567209,"about_ca_topic_score_gemma":0.0002685805,"domain_scores_codex":[0.9952322,0.001202648,0.0006725158,0.001377938,0.0002640603,0.001250618],"domain_scores_gemma":[0.9972067,0.00102222,0.0002930011,0.001123275,0.0001058414,0.0002488896],"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":[0.00008623462,0.0001755757,0.004917668,0.0000258413,0.000005006596,0.0001049811,0.0003456993,0.00009542477,0.9896876,0.001771342,0.0003567396,0.002427867],"study_design_scores_gemma":[0.0008928868,0.0006110617,0.01063929,0.00001218307,0.00002157392,0.0008537302,0.00003978221,0.00160394,0.9072485,0.0004468058,0.07717683,0.0004533895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870505,0.00002663764,0.003528843,0.002201785,0.001251274,0.0009983142,0.0000186799,0.0002637324,0.004660222],"genre_scores_gemma":[0.990941,0.00006137924,0.0006242938,0.005727972,0.0002160266,0.0001839129,0.000007834279,0.00008152553,0.00215605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08243909,"threshold_uncertainty_score":0.9998204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778713194441563,"score_gpt":0.3072628750996498,"score_spread":0.2794757431552342,"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."}}