{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313017,0.000219682,0.0002585737,0.0004060653,0.0001056691,0.0001459564,0.0005508532,0.0001222782,0.00008718979],"category_scores_gemma":[0.0005213093,0.0001796522,0.00002621408,0.001820528,0.0001027262,0.0001872639,0.0001644909,0.0006746179,0.0001107561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073872,"about_ca_system_score_gemma":0.0006186637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05872225,"about_ca_topic_score_gemma":0.3728771,"domain_scores_codex":[0.9973333,0.0004027491,0.0003421767,0.000630915,0.0003474086,0.0009434063],"domain_scores_gemma":[0.9991728,0.0001951076,0.00004242541,0.0004277489,0.00001739232,0.0001445169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001253402,0.00006638013,0.9945442,0.00003190248,0.000007791743,0.0004362527,0.0009811454,0.0004027673,0.002990171,0.0002434783,0.00003413757,0.0002492486],"study_design_scores_gemma":[0.0004440164,0.00004749787,0.9913328,0.000582228,0.000009446815,0.00005282988,0.00001830206,0.004432665,0.00252739,0.00008550628,0.0002405736,0.0002266997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957721,0.0007142124,0.000008807264,0.0006025446,0.0001254696,0.0008427547,0.00005080278,0.00007050407,0.001812758],"genre_scores_gemma":[0.9981828,0.0003170419,0.00003089328,0.0007708335,0.00003957062,0.00005358152,0.000004547268,0.00005074222,0.0005499709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3141548,"threshold_uncertainty_score":0.9475458,"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."}}