{"id":"W2991286032","doi":"10.1097/mao.0000000000002491","title":"Anatomical and Functional Consequences of Microneedle Perforation of Round Window Membrane","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Center for Research Resources; National Institute on Deafness and Other Communication Disorders; National Cancer Institute","keywords":"Medicine; Round window; Perforation; Inner ear; In vivo; Biomedical engineering; Ex vivo; Surgery; Radiology; Materials science","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":[0.0001681695,0.0001567021,0.0004367719,0.0001909172,0.00005715109,0.000007950011,0.0001832052,0.0002192327,0.000305646],"category_scores_gemma":[0.000453546,0.0001587659,0.00004957898,0.0001953978,0.001433647,0.00008318105,0.0001154629,0.0002492992,0.00005365101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001198858,"about_ca_system_score_gemma":0.0001507113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004277973,"about_ca_topic_score_gemma":0.00001544789,"domain_scores_codex":[0.9982328,0.0003667999,0.0004438117,0.0005029952,0.0001558435,0.0002977284],"domain_scores_gemma":[0.9986901,0.000603938,0.0002565584,0.0003040169,0.00007945872,0.00006592328],"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":[0.0001638325,0.00006064654,0.09834221,0.00005469874,0.00000666605,0.00001436451,0.00008084613,0.00006038362,0.8953778,0.005666941,0.00003999085,0.0001316426],"study_design_scores_gemma":[0.0008232449,0.0005434231,0.06621577,0.000008714666,0.00001817394,0.0008667344,0.00004175651,0.0005250126,0.9293461,0.0005632357,0.0009238438,0.0001239341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969547,0.00005669838,0.00008309156,0.0006182313,0.0004465532,0.0005500388,0.00001144648,0.00002437146,0.001254824],"genre_scores_gemma":[0.9988893,0.00003556612,0.0002653512,0.0005453118,0.00002356989,0.00001832821,0.000003276777,0.00001613762,0.0002031901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396838,"threshold_uncertainty_score":0.6474285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213364762958117,"score_gpt":0.2650652985019313,"score_spread":0.2329316508723501,"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."}}