{"id":"W2767115022","doi":"10.1007/s40136-017-0173-1","title":"Clinical Characteristics of Children With Single-Sided Deafness Presenting for Candidacy Assessment for Unilateral Cochlear Implantation","year":2017,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Candidacy; Medicine; Cochlear implant; Aplasia; Audiology; Cochlear implantation; Hypoplasia; Rehabilitation; Etiology; Habilitation; Implant; Otorhinolaryngology; Hearing loss; Surgery; Physical therapy; Internal medicine","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":[0.0008884895,0.0003005212,0.0006671652,0.0001111124,0.000625386,0.0001737127,0.0004523538,0.000200341,0.000007523541],"category_scores_gemma":[0.003020998,0.0002770721,0.0001783682,0.00006028474,0.0004256901,0.0002638076,0.0002515039,0.0003329103,0.000001316464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006048496,"about_ca_system_score_gemma":0.000351205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003936861,"about_ca_topic_score_gemma":0.00002043072,"domain_scores_codex":[0.9967104,0.000172738,0.001277039,0.0009056616,0.0003192574,0.0006149012],"domain_scores_gemma":[0.9955007,0.0005253242,0.002387326,0.00108187,0.000327691,0.0001771319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001438295,0.0003484869,0.9726131,0.0001544145,0.00004429604,0.00004313719,0.0001132291,0.000005942451,0.01945868,0.000171106,0.0001057387,0.006798034],"study_design_scores_gemma":[0.001224822,0.0004543784,0.9708844,0.0001322942,0.0001443118,0.0005468804,0.000005132021,0.0005936669,0.02441674,0.0002233402,0.001058595,0.0003154021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897874,0.00002375164,0.005463616,0.00006385057,0.002223959,0.002156764,0.0001063447,0.00006975662,0.0001045622],"genre_scores_gemma":[0.9965802,0.00002935081,0.00241042,0.00005288948,0.0004597632,0.0001589545,0.0001701728,0.00006022106,0.00007801756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006792817,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09176939987422861,"score_gpt":0.3992491593321665,"score_spread":0.3074797594579379,"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."}}