{"id":"W4413950776","doi":"10.1080/14992027.2025.2549465","title":"Limited usable hearing unilaterally (LUHU) in infants and young children: a scoping review of technology considerations and developmental outcomes","year":2025,"lang":"en","type":"review","venue":"International Journal of Audiology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Audiology; USable; Psychology; Hearing loss; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005159278,0.001252509,0.004275946,0.008641277,0.0006551335,0.002813572,0.001337512,0.002269036,0.003474778],"category_scores_gemma":[0.02534997,0.0008534059,0.004607711,0.007363577,0.0007480418,0.002439572,0.001460499,0.001110502,0.0003701762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176144,"about_ca_system_score_gemma":0.007652212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006099721,"about_ca_topic_score_gemma":0.01173736,"domain_scores_codex":[0.9952845,0.001117031,0.002201378,0.0003503028,0.0008591993,0.0001875176],"domain_scores_gemma":[0.9815851,0.01441779,0.002576147,0.000176724,0.00111392,0.0001301618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001585074,0.00003261927,0.0009644431,0.7997034,0.002120633,0.0003933703,0.0004297172,0.0001119651,0.0002289499,0.0005409252,0.002265875,0.1930497],"study_design_scores_gemma":[0.00005328406,0.0001935218,0.005024053,0.9342054,0.01402562,0.001726567,0.0008452967,0.00005439062,0.0003310649,0.0004285792,0.04307652,0.00003579868],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004635577,0.9990376,0.00004317435,0.00008356303,0.00004384546,0.00004719758,0.00005407288,0.0000015556,0.0002254253],"genre_scores_gemma":[0.004042905,0.9953575,0.0001944239,0.0001241185,0.00003997708,0.0001060005,0.00006457633,0.000001488667,0.0000690879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008641277,"threshold_uncertainty_score":0.02728516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359457361511501,"score_gpt":0.3658696020287634,"score_spread":0.3322750284136484,"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."}}