{"id":"W4416934210","doi":"10.1186/s13643-025-03003-x","title":"The relationship between auditory steady-state response and behavioural audiometry in hearing estimation for infants: a meta-analysis","year":2025,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Foundation; Manchester Biomedical Research Centre","keywords":"Estimation; Audiometry; Hearing loss; Pure tone audiometry; Pure tone","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01499149,0.0002533434,0.001701303,0.0007358298,0.0003936794,0.0002393621,0.0003601424,0.0000858312,0.000003897103],"category_scores_gemma":[0.05439067,0.0001586382,0.000530915,0.002351636,0.00009515115,0.0001671351,0.0001206827,0.0002349166,0.00003262876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479929,"about_ca_system_score_gemma":0.00009060267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858956,"about_ca_topic_score_gemma":0.00006585097,"domain_scores_codex":[0.9918146,0.004850581,0.00212033,0.0004923014,0.0003825417,0.0003396329],"domain_scores_gemma":[0.9806721,0.0174028,0.0008177582,0.0009580019,0.00007197523,0.00007736978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005348381,0.0002625393,0.7422583,0.2030167,0.01656008,0.0000290976,0.0131442,0.003347278,0.005191919,0.007364913,0.002820074,0.005470138],"study_design_scores_gemma":[0.001274828,0.000178669,0.8697239,0.005195972,0.09291907,0.00001894373,0.0004955418,0.01928124,0.0009519351,0.004853046,0.004055275,0.001051569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154629,0.01403424,0.05047987,0.001542325,0.0004262249,0.01770127,0.00004789148,0.00009943253,0.0002058687],"genre_scores_gemma":[0.993726,0.00009717932,0.002228693,0.0001190706,0.00001671358,0.001676152,0.000002769842,0.00001817877,0.002115297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978207,"threshold_uncertainty_score":0.9535746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3074235201478284,"score_gpt":0.4203637115145603,"score_spread":0.1129401913667319,"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."}}