{"id":"W2980703221","doi":"10.1097/mao.0000000000002420","title":"Evaluation of Cochlear Duct Length Measurements From a 3D Analytical Cochlear Model Using Synchrotron Radiation Phase-Contrast Imaging","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Cochlear duct; Medicine; Cochlear implant; Cochlear implantation; Cochlea; Audiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219462,0.0002302894,0.0005230118,0.0002683263,0.0001248433,0.00002161669,0.0002431033,0.0001898847,0.0002468575],"category_scores_gemma":[0.002125699,0.0002305662,0.0001106898,0.0002438118,0.0003417681,0.0002530428,0.00006508597,0.0003136915,0.00007729276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745549,"about_ca_system_score_gemma":0.0003093604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265602,"about_ca_topic_score_gemma":0.000003340552,"domain_scores_codex":[0.9957278,0.001635966,0.0006069149,0.00082,0.0007461082,0.0004632276],"domain_scores_gemma":[0.9982588,0.0005510903,0.0003240898,0.0004705384,0.0003015473,0.00009398263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001733719,0.0002923266,0.01758811,0.00002466224,0.0000252568,0.000006388979,0.0002240459,0.02312407,0.9471347,0.0003787953,0.00001838811,0.01100994],"study_design_scores_gemma":[0.003369474,0.000259568,0.02085611,0.00002917244,0.000211325,0.00004179456,0.00002945253,0.9440118,0.03004727,0.0009376093,0.00002758071,0.0001788115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942779,0.00006784315,0.002412524,0.0003921445,0.0005811634,0.001532238,0.00002094136,0.00005625058,0.0006590211],"genre_scores_gemma":[0.9986685,0.000007749873,0.0007547335,0.0003997024,0.00005491058,0.00005666275,0.00001045283,0.00003530501,0.00001197846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9208878,"threshold_uncertainty_score":0.9402215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164192207181986,"score_gpt":0.3762297630793863,"score_spread":0.2598105423611876,"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."}}