{"id":"W2025041527","doi":"10.1503/cmaj.1150016","title":"Screening for deafness","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Audiology; Cochlear implantation; Computer science; Medicine; Hearing loss; Speech recognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001653438,0.0004513205,0.0005461721,0.0008921883,0.003443806,0.00110354,0.0009659128,0.01596547,0.008976568],"category_scores_gemma":[0.01875206,0.0002532532,0.0005112104,0.0004005857,0.001902253,0.002904768,0.001316101,0.0168728,0.003029181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002906897,"about_ca_system_score_gemma":0.003249701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087304,"about_ca_topic_score_gemma":0.01899516,"domain_scores_codex":[0.997816,0.0006352052,0.0002187503,0.0003477071,0.0005852808,0.0003971218],"domain_scores_gemma":[0.9946457,0.002319739,0.0003437998,0.0001468029,0.001010227,0.001533699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002191259,0.00004627261,0.004570534,0.00007842074,0.000007956964,0.006776183,0.0004258936,0.00002889357,0.0003868647,0.002041541,0.9520276,0.03358799],"study_design_scores_gemma":[0.00006205746,0.0002726394,0.01738145,0.004166425,0.00004536235,0.07998946,0.003192034,0.0004382644,0.0007076477,0.02414926,0.8694689,0.0001263799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001037555,0.00270844,0.0001050223,0.9851491,0.006548447,0.000008509568,0.0000327603,0.00001903409,0.004391089],"genre_scores_gemma":[0.02010821,0.002926541,0.0003198258,0.9540687,0.01836405,0.00001912907,0.00003492999,0.00001772081,0.004140865],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01596547,"threshold_uncertainty_score":0.03002965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480590023931464,"score_gpt":0.3336886040588364,"score_spread":0.2788827038195218,"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."}}