{"id":"W2163939194","doi":"10.1186/1916-0216-42-21","title":"The new age of play audiometry: Prospective validation testing of an iPad-based play audiometer","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Audiometer; Audiology; Audiometry; Medicine; Pure tone audiometry; Population; Hearing loss","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001179776,0.0001236642,0.0004525336,0.0004449306,0.0001608719,0.00004077397,0.0001378459,0.0001111481,0.00002133935],"category_scores_gemma":[0.00444709,0.00007928633,0.0001276276,0.0006193028,0.0002940298,0.0004404228,0.00002758819,0.0002520319,0.000002418461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954842,"about_ca_system_score_gemma":0.0002445656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000921869,"about_ca_topic_score_gemma":0.000002972777,"domain_scores_codex":[0.9981709,0.0003648783,0.0007585638,0.000184448,0.0002851767,0.0002360252],"domain_scores_gemma":[0.993766,0.004962343,0.0007317416,0.000173764,0.0002276859,0.000138545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001042353,0.0001358815,0.3668219,0.00005747928,0.00001551514,0.00002189108,0.0003061304,0.00005430598,0.6289658,0.00005645149,0.0001396426,0.003320774],"study_design_scores_gemma":[0.0003966397,0.000640363,0.8801028,0.0001392534,0.00001486086,0.00009568309,0.000018338,0.0002320693,0.1174561,0.0007498711,0.0000796259,0.00007440503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985917,0.00008887606,0.0001875378,0.0004978806,0.000323414,0.0002152537,0.000002518033,0.000009388327,0.00008338641],"genre_scores_gemma":[0.9982822,0.00002263346,0.001431077,0.0001040213,0.0001046788,0.000005223444,0.000001034587,0.00001284717,0.00003626689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5132809,"threshold_uncertainty_score":0.5323904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839000276966138,"score_gpt":0.2886807449270248,"score_spread":0.2502907421573634,"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."}}