{"id":"W4407987571","doi":"10.1002/ohn.1188","title":"The Importance of Newborn Genetic Screening for Early Identification of <i>GJB2</i> and <i>SLC26A4</i> Related Hearing Loss","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Identification (biology); Hearing loss; Audiology; Psychology; Medicine; Biology","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":[0.001459237,0.0002790079,0.0002820887,0.0007010294,0.0003710386,0.0006594776,0.000445274,0.0004360618,0.00120003],"category_scores_gemma":[0.01009976,0.0001879233,0.0003014366,0.0004211552,0.0004257519,0.0005325957,0.0004449149,0.0003536139,0.0001219721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762159,"about_ca_system_score_gemma":0.001787208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0382438,"about_ca_topic_score_gemma":0.04313613,"domain_scores_codex":[0.9988505,0.0002837252,0.00008689706,0.0002061381,0.0003831333,0.0001896049],"domain_scores_gemma":[0.996476,0.001193727,0.001215672,0.0002224143,0.0004763234,0.0004157853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101295,0.00001618267,0.9898964,0.00002319767,0.00002277919,0.000822305,0.00006953613,0.00008555007,0.000596977,0.0000234596,0.0002909783,0.008051393],"study_design_scores_gemma":[0.00001013491,0.0001473161,0.9935017,0.00007026321,0.00005147174,0.004544888,0.0002063058,0.0004188805,0.0004304266,0.00003161456,0.0005777525,0.00000935087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964952,0.0009261836,0.0002918139,0.0003947872,0.00002442563,0.00001703161,0.0002931215,0.00002435234,0.001533112],"genre_scores_gemma":[0.9985958,0.0004225903,0.0006429866,0.00007266621,0.00002563495,0.000006176374,0.0001366317,0.000005196745,0.00009234689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0382438,"threshold_uncertainty_score":0.07604241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229654776683622,"score_gpt":0.2835720869626434,"score_spread":0.2612755391958072,"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."}}