{"id":"W2126095635","doi":"10.1179/1754762812y.0000000001","title":"Congenital cholesteatoma and cochlear implantation: Implications for management","year":2012,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cholesteatoma; Medicine; Population; Incidence (geometry); Audiology; Sensorineural hearing loss; Surgery; Hearing loss","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":[0.0001625276,0.000117889,0.0001505525,0.0001247708,0.00009931326,0.00003360153,0.00008391878,0.0000630467,0.0002283779],"category_scores_gemma":[0.00005009515,0.0001132466,0.00006069221,0.00005684139,0.00005923632,0.0001858919,0.0000503799,0.00008663756,0.0001253971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097036,"about_ca_system_score_gemma":0.00001958477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003098515,"about_ca_topic_score_gemma":0.000002637559,"domain_scores_codex":[0.9991773,0.00001272118,0.0002059073,0.0001835554,0.0001578594,0.0002626228],"domain_scores_gemma":[0.9993759,0.0001216148,0.00006177067,0.000145337,0.00009336271,0.0002020016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004804674,0.0003478224,0.8055931,0.0001391981,0.000723653,0.00003598013,0.000538068,7.785353e-7,0.002593424,0.06915193,0.03050765,0.08988787],"study_design_scores_gemma":[0.001371698,0.0000510067,0.9212146,0.00004804498,0.0000974869,0.001993855,0.0001538288,0.00002605533,0.0006061661,0.0002542809,0.07404549,0.0001374413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718351,0.0003699073,0.001147443,0.001574157,0.001624873,0.0005425939,0.0003817388,0.00008551552,0.0224387],"genre_scores_gemma":[0.9927771,0.0002171417,0.00210682,0.0009493307,0.0006134289,0.00008124296,0.0004477771,0.00002278889,0.002784363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156215,"threshold_uncertainty_score":0.4618061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176386682159683,"score_gpt":0.3290535248654997,"score_spread":0.2972896580439029,"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."}}