{"id":"W4392386915","doi":"10.1002/lary.31373","title":"Variants in Genes Associated with Hearing Loss in Children: Prevalence in a Large Canadian Cohort","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Hearing loss; Cohort; Gene; Cohort study; Medicine; Audiology; Genetics; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964405,0.0004802318,0.0004317548,0.002183174,0.002544329,0.001041169,0.001018822,0.0005592531,0.002732459],"category_scores_gemma":[0.001941306,0.0003571494,0.0005067369,0.003068514,0.00100416,0.0003194788,0.0007771475,0.0006169362,0.0003020162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007813224,"about_ca_system_score_gemma":0.01005663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9568311,"about_ca_topic_score_gemma":0.9614012,"domain_scores_codex":[0.9987562,0.00003696966,0.00004712164,0.0001961835,0.0007602114,0.0002032734],"domain_scores_gemma":[0.998678,0.0001038906,0.0003316362,0.00004915948,0.0005997173,0.0002375569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004183901,0.00001173749,0.9931058,0.00005238477,0.00005325819,0.0005461149,0.000498954,0.00005145236,0.000557764,0.00006048854,0.001096277,0.003923859],"study_design_scores_gemma":[0.000004770809,0.00002134939,0.9968777,0.00004619665,0.00003588543,0.001171755,0.0006226279,0.00008267888,0.0000691977,0.0000154143,0.001042429,0.00001008041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907089,0.001415582,0.0001394462,0.0003461985,0.00001918639,0.00004151124,0.004113705,0.00002158985,0.003193805],"genre_scores_gemma":[0.9959481,0.001520167,0.0003660368,0.0001464594,0.00001217923,0.00001685481,0.001316526,0.00001125259,0.0006623814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0431689,"threshold_uncertainty_score":0.08684623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186656811703207,"score_gpt":0.2575471846690459,"score_spread":0.2388815034987252,"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."}}