{"id":"W4398155869","doi":"10.1159/000539422","title":"Synchrotron Phase-Contrast Imaging and Cochlear Otosclerosis: A Case Report","year":2024,"lang":"en","type":"article","venue":"Audiology and Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Research Council Canada; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Uppsala Universitet; Vetenskapsrådet; MED-EL Medical Electronics; Canadian Institutes of Health Research; Stiftelsen Tysta Skolan; Canadian Light Source","keywords":"Otosclerosis; Contrast (vision); Synchrotron; Synchrotron radiation; Phase (matter); Audiology; Medicine; Phase contrast microscopy; Physics; Optics","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":[0.0005788438,0.003437764,0.001890452,0.005662372,0.003699114,0.002801151,0.002045313,0.007867642,0.003762819],"category_scores_gemma":[0.002380333,0.002558194,0.002085376,0.003802035,0.003673369,0.00280344,0.003099216,0.003709309,0.001578717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795471,"about_ca_system_score_gemma":0.001007345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119569,"about_ca_topic_score_gemma":0.002181318,"domain_scores_codex":[0.9986702,0.0001249983,0.0001626161,0.0003808756,0.0002410846,0.0004201744],"domain_scores_gemma":[0.9979799,0.0005283377,0.0005184177,0.0003293442,0.0001030395,0.0005408697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001928162,0.00004262918,0.002235181,0.00002488072,0.00001017596,0.9961275,0.0001452044,0.00003003551,0.0006526961,0.00008520491,0.00007085386,0.0005563266],"study_design_scores_gemma":[0.000008862199,0.00003515925,0.001390695,0.000007418024,0.00001435503,0.9978109,0.00006790812,0.0001409525,0.0002284817,0.0000651435,0.000222434,0.000007661618],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972283,0.007835494,0.006270508,0.002385577,0.000463965,0.000275098,0.0002210434,0.0003269132,0.009938394],"genre_scores_gemma":[0.9939622,0.00151655,0.001911989,0.0004919418,0.000803143,0.00003704755,0.00006497974,0.00002566375,0.001186408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007867642,"threshold_uncertainty_score":0.01302713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494965997604419,"score_gpt":0.3023568161193428,"score_spread":0.2874071561432986,"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."}}