{"id":"W2767922279","doi":"10.1097/aud.0000000000000508","title":"Speech in Noise Perception as a Marker of Cognitive Impairment in HIV Infection","year":2017,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders; National Cancer Institute","keywords":"Audiology; Montreal Cognitive Assessment; Tympanometry; Medicine; Audiometry; Hearing loss; Speech perception; Cognition; Presbycusis; Psychology; Perception; Cognitive impairment; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000592451,0.0004424529,0.0002018931,0.0009021393,0.0003981926,0.000536374,0.0002461671,0.0003445218,0.0009052736],"category_scores_gemma":[0.00214252,0.0001708335,0.0001602684,0.0005348098,0.0003344874,0.0002367531,0.0004097596,0.0004745742,0.0001333452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080326,"about_ca_system_score_gemma":0.0002519817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957407,"about_ca_topic_score_gemma":0.003887816,"domain_scores_codex":[0.9997863,0.00007130717,0.00002673841,0.00003438069,0.00005119173,0.00003000314],"domain_scores_gemma":[0.9988545,0.0003096817,0.0004505262,0.00003635803,0.0001260832,0.0002227599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001038415,0.00003241329,0.9986151,0.000006938262,0.00001615505,0.0000775461,0.00006499611,0.00004165198,0.0002094492,0.000004135743,0.00002315418,0.0008046078],"study_design_scores_gemma":[0.000003111575,0.0001262383,0.9991786,0.000003942924,0.00001494435,0.0002423965,0.00009133691,0.0001959327,0.0001026241,0.000008399769,0.00003008406,0.000002321644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996015,0.0001339363,0.00002456528,0.000009360169,0.000002351115,0.000003809121,0.00004338798,0.000002490188,0.0001786505],"genre_scores_gemma":[0.9997904,0.00003614855,0.00004243232,0.000008343682,0.000004169166,0.000002834618,0.00005787544,3.994127e-7,0.00005743272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957407,"threshold_uncertainty_score":0.007868767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413890472184072,"score_gpt":0.3241490919169265,"score_spread":0.2900101871950858,"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."}}