{"id":"W2733344043","doi":"10.1093/geroni/igx004.581","title":"HEARING AID ACCLIMATIZATION BY OLDER ADULTS; THE EFFECT OF NOISE REDUCTION ON LISTENING EFFORT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Active listening; Audiology; Task (project management); Noise (video); Psychology; Digit symbol substitution test; Cognition; Perception; Acclimatization; Hearing loss; Memory span; Speech recognition; Working memory; Medicine; Computer science; Communication; Engineering; Artificial intelligence; Neuroscience","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":[0.000605847,0.0002930053,0.0002403858,0.0003061648,0.0001509174,0.0003566735,0.0001343424,0.000377352,0.000974107],"category_scores_gemma":[0.003361243,0.0001100676,0.0002872756,0.0001504852,0.0001764971,0.0002729706,0.0003309112,0.0002553692,0.000198933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169245,"about_ca_system_score_gemma":0.0001064921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008123248,"about_ca_topic_score_gemma":0.001364148,"domain_scores_codex":[0.9995523,0.0001123259,0.00006952199,0.00008771681,0.0001329099,0.00004531499],"domain_scores_gemma":[0.9979243,0.0005923542,0.0007948155,0.0001362973,0.0002141146,0.0003381221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005404521,0.001764902,0.9351559,0.0001420711,0.0003979055,0.000295302,0.001634707,0.0001492083,0.01944071,0.00002496846,0.0001103632,0.0354795],"study_design_scores_gemma":[0.000007170547,0.001147486,0.9981811,0.000002395585,0.00002011686,0.00005038179,0.0001333963,0.00003922537,0.0003566699,0.000004966078,0.00005429495,0.000002852834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994953,0.000142351,0.00006129271,0.00001006226,0.000003559222,0.00001110959,0.00002978657,0.000001992147,0.0002446598],"genre_scores_gemma":[0.9995387,0.00006004169,0.00009544796,0.000022954,0.00000711761,0.00001429902,0.00005680964,0.000001003199,0.000203621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000974107,"threshold_uncertainty_score":0.003258765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015240607184004,"score_gpt":0.3101313680872885,"score_spread":0.2899789620154484,"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."}}