{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053097,0.0002272261,0.0001895256,0.001121974,0.002605767,0.0008777371,0.0008617673,0.0002869766,0.005891845],"category_scores_gemma":[0.002660245,0.0001116814,0.0001949144,0.001974069,0.0006150684,0.0003366407,0.0005328056,0.000445656,0.0002782972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05225326,"about_ca_system_score_gemma":0.08667056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976866,"about_ca_topic_score_gemma":0.9985657,"domain_scores_codex":[0.9991217,0.000130787,0.00004533743,0.00009157357,0.0003493078,0.0002611516],"domain_scores_gemma":[0.9962587,0.000333572,0.0003219457,0.0000598146,0.002189735,0.0008361964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182189,0.0001586526,0.5591279,0.001011607,0.00009130291,0.001904967,0.003162946,0.001463396,0.002489905,0.007011298,0.07113039,0.3522294],"study_design_scores_gemma":[0.00003638928,0.00009921326,0.9056694,0.001043241,0.00007492253,0.0007541916,0.002969409,0.001635867,0.0007807204,0.0003176493,0.08656164,0.00005739839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7421595,0.05499472,0.004741841,0.03906943,0.0007651661,0.0006104027,0.01907278,0.000816415,0.1377697],"genre_scores_gemma":[0.9647242,0.009326275,0.003422164,0.003143512,0.00006833908,0.0001116619,0.002478297,0.00003993988,0.01668556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05225326,"threshold_uncertainty_score":0.3791257,"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."}}