{"id":"W4224136919","doi":"10.5152/iao.2022.21309","title":"Cholesteatoma in Children with Sotos Syndrome","year":2022,"lang":"en","type":"article","venue":"The Journal of International Advanced Otology","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Sotos syndrome; Medicine; Cholesteatoma; Macrocephaly; Magnetic resonance imaging; Pediatrics; Surgery; Radiology","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":[0.0002445052,0.00006501665,0.0002069516,0.0001303158,0.00004724447,0.000002658899,0.0002193161,0.00001603668,0.0004782517],"category_scores_gemma":[0.00007227714,0.00003544706,0.00004613773,0.0001145463,0.00007465471,0.00005549382,0.00006983583,0.0004233462,0.0000030622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013577,"about_ca_system_score_gemma":0.00006491576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000870947,"about_ca_topic_score_gemma":0.000007350235,"domain_scores_codex":[0.9992164,0.00008070731,0.000258466,0.00006416571,0.0002736799,0.0001065142],"domain_scores_gemma":[0.9994797,0.0001027307,0.0002245869,0.00007438699,0.00007874353,0.00003987085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003671146,0.0004701202,0.9827998,0.000002967441,0.00009901517,0.002413666,0.0001320363,0.004780844,0.001104886,0.0009670909,0.0002194171,0.00333906],"study_design_scores_gemma":[0.002610888,0.002578466,0.8580821,0.00001850838,0.00002960213,0.1327926,0.0002154961,0.00003120874,0.0001583749,0.0004944082,0.002943319,0.00004494787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952551,0.0002584088,0.00008703062,0.003584715,0.0001517362,0.0001536398,0.000005252981,0.000005363594,0.000498767],"genre_scores_gemma":[0.9980091,0.00004082828,0.000490561,0.001168117,0.00006103496,0.00001104982,0.000003275268,0.000006686602,0.0002093905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130379,"threshold_uncertainty_score":0.5236521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008205567879285633,"score_gpt":0.2732005654810662,"score_spread":0.2649949976017806,"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."}}