{"id":"W2052382246","doi":"10.2500/ar.2013.4.0069","title":"Endoscopic Transnasal Eustachian Tube Reconstruction <i>via</i> Light Cable Technique: A Technical Report","year":2013,"lang":"en","type":"article","venue":"Allergy & Rhinology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Eustachian tube; Tube (container); Medicine; Surgery; Optics; Engineering; Middle ear; Physics; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002260446,0.000244794,0.0005351342,0.0002274291,0.0001085041,0.00001609623,0.0001427967,0.0005325431,0.002993606],"category_scores_gemma":[0.0001406983,0.000219086,0.0001654858,0.0002405597,0.0002345875,0.0001908176,0.00004484338,0.0006421275,0.0003301251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007552263,"about_ca_system_score_gemma":0.0001956823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005338517,"about_ca_topic_score_gemma":0.000252093,"domain_scores_codex":[0.9980075,0.00009706141,0.0005906165,0.0005279084,0.0002091053,0.0005678413],"domain_scores_gemma":[0.9987963,0.00008175516,0.0001336447,0.0006102199,0.0001327056,0.0002453467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001816926,0.0007434917,0.115609,0.000162408,0.0005617235,0.005316406,0.0003084287,0.000004042161,0.722316,0.004697305,0.0565019,0.0935977],"study_design_scores_gemma":[0.003597684,0.001956118,0.1517443,0.0004133122,0.0002332387,0.1018692,0.0002292707,0.00009302348,0.2307483,0.005310147,0.5028166,0.0009887698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8486004,0.001067946,0.006008107,0.02239806,0.003606407,0.002166412,0.000005280275,0.001346066,0.1148013],"genre_scores_gemma":[0.980602,0.000251444,0.01113908,0.001110723,0.0003920952,0.0004423839,0.00006518247,0.00005004056,0.005947102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4915676,"threshold_uncertainty_score":0.9979178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007996870758751917,"score_gpt":0.227772883049286,"score_spread":0.2197760122905341,"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."}}