{"id":"W2418797785","doi":"10.1097/mao.0000000000000948","title":"Residual Cholesteatoma After Endoscope-guided Surgery in Children","year":2015,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Cholesteatoma; Endoscope; Surgery; Dissection (medical); Endoscopy; Operating microscope","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005045347,0.0002591291,0.0008633772,0.0005048414,0.00002762328,0.000008118642,0.0001306966,0.0003776458,0.0003167199],"category_scores_gemma":[0.001025306,0.0002461514,0.0001202957,0.0003185387,0.0003545545,0.00009211885,0.00009898285,0.0005682573,0.0005479625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003950102,"about_ca_system_score_gemma":0.0003601713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166567,"about_ca_topic_score_gemma":0.0001404387,"domain_scores_codex":[0.9974385,0.0005556478,0.0005639208,0.0005702004,0.00019255,0.0006792174],"domain_scores_gemma":[0.9985422,0.0003949966,0.0001130085,0.0005219126,0.00007887365,0.0003490198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745183,0.0001666976,0.9792332,0.00001514201,0.00003330721,0.004691816,0.00007992158,9.5665e-7,0.0001882089,0.00009605301,0.0141114,0.0009087963],"study_design_scores_gemma":[0.001887322,0.0002648528,0.9789172,0.00004109518,0.00004333091,0.01052614,0.0000163437,0.000004471174,0.001394898,0.0001033671,0.006619142,0.0001817849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918795,0.0003605681,0.000005049985,0.002522141,0.00106311,0.0007679111,0.000006888145,0.0001169242,0.003277942],"genre_scores_gemma":[0.9941678,0.00005069352,0.0001864944,0.004184974,0.0002831995,0.0002938832,0.00004780605,0.00004720538,0.0007379241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007492261,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032206836443248,"score_gpt":0.2922515965503615,"score_spread":0.251929528185929,"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."}}