{"id":"W4200400897","doi":"10.1177/01945998211067502","title":"Transcanal Endoscopic Ear Surgery for Congenital Cholesteatoma: A Multi‐institutional Series","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cholesteatoma; Medicine; Surgery; Stage (stratigraphy); Mastoid process","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":[0.0001573862,0.0001575788,0.0004735871,0.0001017802,0.0001225348,0.00001235538,0.00004367848,0.0001716592,0.0005833366],"category_scores_gemma":[0.0004051726,0.0001462416,0.0002689958,0.0001478063,0.0002140904,0.0001235528,0.00001649105,0.0001783536,0.00006392431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003195147,"about_ca_system_score_gemma":0.0006339295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002113523,"about_ca_topic_score_gemma":0.0004044939,"domain_scores_codex":[0.9988838,0.00007144531,0.0002647539,0.0003058863,0.0001289046,0.0003452504],"domain_scores_gemma":[0.9991576,0.0002847349,0.00004198801,0.0001935034,0.0001478631,0.0001743279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004419072,0.0005301599,0.9603942,0.0004048067,0.0004568251,0.004559041,0.0003167991,0.00000355225,0.02111547,0.006548025,0.002481947,0.00274724],"study_design_scores_gemma":[0.003406549,0.00019022,0.8955471,0.0001172877,0.0002422705,0.005779746,0.000115154,0.0001424009,0.03038086,0.00009984268,0.0636992,0.0002793628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929147,0.001225044,0.00165883,0.001311477,0.001338078,0.000291269,0.00008879752,0.00007221552,0.001099601],"genre_scores_gemma":[0.991774,0.00007931054,0.003312418,0.001010305,0.0003645292,0.0001115011,0.0003809984,0.00002376311,0.002943182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06484711,"threshold_uncertainty_score":0.6387126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817576497021162,"score_gpt":0.2694957322493903,"score_spread":0.2413199672791787,"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."}}