{"id":"W2144397998","doi":"10.1044/arii20.2.44","title":"Perspectives on Hearing Aids and Aural Rehabilitation","year":2013,"lang":"en","type":"article","venue":"Perspectives on Aural Rehabilitation and Its Instrumentation","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Rehabilitation; Audiology; Medicine; Guideline; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004439577,0.0003489314,0.0002979876,0.0005008145,0.0005629633,0.0002912302,0.0001095537,0.000134156,0.0001825078],"category_scores_gemma":[0.005422163,0.0003088725,0.0001102003,0.0004455548,0.0004976274,0.001521116,0.00005142496,0.0003320016,0.0001321522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325889,"about_ca_system_score_gemma":0.00003944201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074006,"about_ca_topic_score_gemma":0.000003580245,"domain_scores_codex":[0.996916,0.0005207877,0.0004957329,0.00112931,0.0005577333,0.0003804445],"domain_scores_gemma":[0.9965905,0.002492237,0.0001804818,0.0002636231,0.0002636654,0.0002094888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004541398,0.0007832476,0.008292798,0.0002197275,0.00002582085,0.000001038006,0.2173969,0.0002253313,0.3062719,0.3877992,0.0001485931,0.07838139],"study_design_scores_gemma":[0.001930274,0.006840178,0.685412,0.0001950121,0.00001799349,0.000009449131,0.2845432,0.004275933,0.004703193,0.01146438,0.00008187893,0.0005265335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871659,0.0001165835,0.00004506873,0.008873553,0.0002181133,0.001511323,0.00001165386,0.0001829379,0.001874844],"genre_scores_gemma":[0.9953328,0.0001356227,0.003556453,0.0003410378,0.00008952924,0.0002420247,0.000006533822,0.00003810319,0.0002578926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6771192,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141423943235543,"score_gpt":0.2962765562001789,"score_spread":0.2748623167678235,"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."}}