{"id":"W2293089932","doi":"10.3766/jaaa.15051","title":"Prescribing and Verifying Hearing Aids Applying the American Academy of Audiology Pediatric Amplification Guideline: Protocols and Outcomes from the Ontario Infant Hearing Program","year":2015,"lang":"en","type":"article","venue":"Journal of the American Academy of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Audiology; Protocol (science); Hearing loss; Hearing aid; MEDLINE; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002411132,0.0002186428,0.0008473816,0.0001429438,0.0002557577,0.00003882552,0.0007300274,0.0001015911,0.000001753364],"category_scores_gemma":[0.002581831,0.0001113227,0.0001601852,0.0004878393,0.001867842,0.0001886056,0.0004210699,0.001223693,5.552513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077752,"about_ca_system_score_gemma":0.0001643604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529834,"about_ca_topic_score_gemma":0.00002128822,"domain_scores_codex":[0.9966248,0.001029543,0.001230505,0.0003485897,0.0004014393,0.0003651347],"domain_scores_gemma":[0.9947136,0.001961722,0.002912223,0.0002086099,0.00008103264,0.0001227806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002465078,0.00004431917,0.8616825,0.00002472344,0.00004724224,5.143449e-7,0.001994084,0.000725268,0.1038918,0.0001871834,0.0001543723,0.03100149],"study_design_scores_gemma":[0.0005046044,0.0006848658,0.9918495,0.0000631809,0.00008069323,0.00009724694,0.0006870319,0.0002264148,0.00276807,0.001306769,0.001606171,0.0001254819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878103,0.0001542752,0.0001938139,0.008585673,0.0000789525,0.003141345,0.000004258708,0.000016691,0.00001467109],"genre_scores_gemma":[0.9924251,0.000161535,0.005227349,0.001554484,0.0001981263,0.000404229,2.149732e-7,0.00001974979,0.000009245004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301669,"threshold_uncertainty_score":0.6882141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203644101759005,"score_gpt":0.3936417682447358,"score_spread":0.2732773580688354,"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."}}