{"id":"W2112267013","doi":"10.1001/archoto.2009.194","title":"Abnormal Voicing in Children Using Cochlear Implants","year":2010,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cochlear implant; Audiology; Medicine; Implant; Cochlear implantation; Surgery","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":[0.0002379855,0.0001102946,0.0002931564,0.0002925502,0.0001139427,0.00001074066,0.000087785,0.00008283975,0.0000127571],"category_scores_gemma":[0.0004359746,0.00009934826,0.00006470004,0.0001250412,0.0003808171,0.0001472803,0.00007399749,0.00031557,0.000003427508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002623872,"about_ca_system_score_gemma":0.00005541782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607591,"about_ca_topic_score_gemma":0.0000300199,"domain_scores_codex":[0.9988523,0.0001502502,0.0003098915,0.0002941488,0.00008137434,0.0003120823],"domain_scores_gemma":[0.9981534,0.001518047,0.00008276139,0.0001607464,0.000005912071,0.00007911629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003159214,0.00004041369,0.5687348,0.00002096075,0.000001854908,0.00001036636,0.00022868,0.000005261085,0.4289958,0.0001922795,0.000001307271,0.001736679],"study_design_scores_gemma":[0.0002371033,0.00004252311,0.9743348,0.00007253323,0.000003054406,0.0003304418,0.000006764326,0.0008201923,0.0235788,0.0004590058,0.00001356676,0.0001011823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992346,0.00003176285,0.00001444288,0.00007415604,0.000194397,0.0001432401,0.000007347178,0.00002068255,0.000279399],"genre_scores_gemma":[0.9992285,0.00005543241,0.0005183175,0.0001250711,0.00004604971,0.000003402572,0.000002971408,0.00001169832,0.000008567068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4056,"threshold_uncertainty_score":0.4051304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182345770228787,"score_gpt":0.2738492011977477,"score_spread":0.2520257434954598,"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."}}