{"id":"W4415471778","doi":"10.1097/aud.0000000000001722","title":"Patterns of Cochlear Implant Use and Speech Exposure in Children With Single-Sided Deafness Compared to Bimodal Devices in the Post-Pandemic Period","year":2025,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cochlear implant; Hearing loss; Cochlear implantation; Coronavirus disease 2019 (COVID-19); Speech perception; Pandemic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003336221,0.0002056093,0.0002624359,0.0007073723,0.0002675331,0.0004862227,0.0003023994,0.0003312079,0.001539807],"category_scores_gemma":[0.001863829,0.0001732607,0.0003973362,0.0008124189,0.0003014257,0.0005113358,0.0005725648,0.0005179883,0.0002319795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916457,"about_ca_system_score_gemma":0.0004955201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466204,"about_ca_topic_score_gemma":0.02018274,"domain_scores_codex":[0.9995603,0.0000491374,0.00005361681,0.0001083715,0.00009531932,0.0001332716],"domain_scores_gemma":[0.998822,0.0001533467,0.0006795487,0.00003405081,0.0001466787,0.0001643733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006318733,0.00001653739,0.9972583,0.00002149367,0.00001609672,0.00007145975,0.0004995374,0.00001996141,0.0002712789,0.00000840788,0.00006886034,0.001684844],"study_design_scores_gemma":[9.464315e-7,0.00005451578,0.9984907,0.000008223685,0.000004653145,0.0001692341,0.001097656,0.00001987853,0.0000543886,0.000002679584,0.00009481805,0.000002175231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990547,0.0001921837,0.00002831481,0.00002968949,0.000003336011,0.000006597785,0.0004584132,0.000001941598,0.0002247573],"genre_scores_gemma":[0.9992654,0.0001845956,0.00004805357,0.00002114907,0.00000363882,0.00001353123,0.0003456276,0.00000163723,0.000116212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466204,"threshold_uncertainty_score":0.02915335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362780945625264,"score_gpt":0.2785172984310469,"score_spread":0.2422392038685205,"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."}}