{"id":"W3047812316","doi":"10.1097/aud.0000000000000913","title":"Acclimatization to Hearing Aids by Older Adults","year":2020,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Active listening; Audiology; Noise (video); Task (project management); Hearing aid; Hearing loss; Speech recognition; Psychology; Test (biology); Medicine; Communication; Computer science; Engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009029185,0.00007665592,0.0001000466,0.00003547249,0.0001645868,0.00008770845,0.0000579356,0.00003893012,0.00003598744],"category_scores_gemma":[0.0003510559,0.00007213719,0.00002143302,0.0001962131,0.00001994865,0.0001556225,0.00007728243,0.0001060881,0.00008253703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001286737,"about_ca_system_score_gemma":0.000008723802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004889383,"about_ca_topic_score_gemma":7.023387e-7,"domain_scores_codex":[0.9992,0.00003422958,0.0001360611,0.0003076006,0.0001408061,0.0001813035],"domain_scores_gemma":[0.9996452,0.00006883909,0.00001818068,0.00007912799,0.00001438767,0.0001742147],"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":[0.00004117515,0.00003353431,0.0221115,0.0001715825,0.000001863321,0.000002522208,0.01218299,0.0001510821,0.9292955,0.0009044281,0.0006455252,0.03445826],"study_design_scores_gemma":[0.001843942,0.0008830312,0.7304744,0.0005292865,0.00001387205,0.00001329979,0.001485756,0.02236532,0.2343175,0.0002245828,0.007104964,0.0007440583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945039,0.00002933465,0.001925725,0.002382573,0.00006838779,0.0001975194,0.000002580822,0.00008788784,0.0008021023],"genre_scores_gemma":[0.9969546,0.00001422709,0.0009443613,0.00190001,0.00007368976,0.000007305387,0.000001169705,0.00001434943,0.00009027242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083629,"threshold_uncertainty_score":0.2941669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572901669968299,"score_gpt":0.2817467211865928,"score_spread":0.2460177044869098,"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."}}