{"id":"W4407874985","doi":"10.1080/14992027.2025.2469656","title":"Development and evaluation of the Ghanaian digit triplet test for adult hearing screening","year":2025,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Audiology; Screening test; Audiometry; Test (biology); Numerical digit; Hearing test; Medicine; Psychology; Hearing loss; Mathematics; Biology; Pediatrics; Arithmetic","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":[0.004824936,0.0004752766,0.0003673261,0.0007506619,0.0001918483,0.0005353191,0.000630287,0.0004976938,0.001716766],"category_scores_gemma":[0.009664272,0.0001494454,0.0003244077,0.000366057,0.000428926,0.0006771152,0.0005230363,0.0004728887,0.0004786247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096666,"about_ca_system_score_gemma":0.001400406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555044,"about_ca_topic_score_gemma":0.005875231,"domain_scores_codex":[0.9983114,0.0006981885,0.0002271586,0.0001841173,0.0004955305,0.00008361798],"domain_scores_gemma":[0.9961356,0.001017762,0.0005689462,0.0001970788,0.001814933,0.0002657314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00261754,0.00154218,0.498809,0.0005269177,0.00007851692,0.001204669,0.001663661,0.001326876,0.02985054,0.0006382321,0.002707276,0.4590346],"study_design_scores_gemma":[0.0006956444,0.01811758,0.9051711,0.0006807885,0.0002469899,0.009982685,0.002574757,0.01138911,0.02678162,0.0007329644,0.02352515,0.000101621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712494,0.001588977,0.01814111,0.0005958259,0.000211098,0.001804367,0.0007799103,0.0002317673,0.005397605],"genre_scores_gemma":[0.9189858,0.0009075306,0.0760425,0.0002704505,0.00004155146,0.0010333,0.0009714622,0.00003533388,0.001712152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004824936,"threshold_uncertainty_score":0.02551699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07117574885733513,"score_gpt":0.36437259955183,"score_spread":0.2931968506944949,"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."}}