{"id":"W4388852385","doi":"10.1044/2023_aja-23-00041","title":"Newborn Hearing Screening in Québec, Canada","year":2023,"lang":"en","type":"article","venue":"American Journal of Audiology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Health care; Hearing loss; Medicine; Public health; Nursing; Family medicine; Audiology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004771099,0.0001245497,0.0004067583,0.0003058928,0.00007410525,0.00001397358,0.0003989509,0.00003220808,0.00003187994],"category_scores_gemma":[0.001651285,0.0001200566,0.00005596782,0.0009848828,0.0002681753,0.00006060302,0.0001294418,0.0004853997,0.00002313196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517702,"about_ca_system_score_gemma":0.001377438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4136846,"about_ca_topic_score_gemma":0.4768567,"domain_scores_codex":[0.9981281,0.0003037032,0.0005645219,0.0002205347,0.0002601862,0.0005229642],"domain_scores_gemma":[0.9984921,0.0006415728,0.000444385,0.0001898049,0.00005780855,0.0001743186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001989987,0.00003552333,0.4994448,0.00001204457,0.00003200627,0.002843327,0.001206614,0.0334097,0.1571573,0.00006983584,0.01283034,0.2927595],"study_design_scores_gemma":[0.0008506427,0.0009815245,0.8271911,0.00008610357,0.00001531869,0.0016825,0.001711303,0.002131761,0.01578033,0.0001069272,0.1490663,0.0003962481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935556,0.00004484129,0.000868018,0.004568185,0.0002809161,0.00004525539,0.000001886742,0.00002154865,0.0006137291],"genre_scores_gemma":[0.9946109,0.0001214249,0.002692312,0.002231734,0.0001619838,0.000001184958,2.431747e-7,0.00002297692,0.0001572291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3277462,"threshold_uncertainty_score":0.5902197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775436703405322,"score_gpt":0.2827492141617411,"score_spread":0.2449948471276879,"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."}}