{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677915,0.00004368048,0.00007917178,0.00009328008,0.00008976846,0.00003583223,0.0000254685,0.00003731022,0.00002739102],"category_scores_gemma":[0.0004179997,0.00004093491,0.00001726277,0.00004242721,0.00005960369,0.0001662382,0.00004139001,0.00009776926,0.00001625012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002996389,"about_ca_system_score_gemma":0.00001394446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974525,"about_ca_topic_score_gemma":0.0001017544,"domain_scores_codex":[0.9995095,0.00004750826,0.0001131135,0.0001512485,0.00007977273,0.00009884714],"domain_scores_gemma":[0.9997839,0.00006606385,0.00003642456,0.00007851961,0.00001106275,0.00002404874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004955784,0.00007190511,0.8249204,0.00003867614,4.469809e-7,0.000005083997,0.002120209,0.000009404735,0.1615848,0.00007588811,0.000001354329,0.01112229],"study_design_scores_gemma":[0.0004631697,0.0000845673,0.9942856,0.0002168124,0.000001228149,0.000004984909,0.0001423458,0.0008400702,0.003673066,0.0002382521,0.000005551139,0.00004434166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99685,0.000003031433,0.00001345389,0.0001409307,0.00004979134,0.0001623814,7.730494e-7,0.000006649509,0.002773057],"genre_scores_gemma":[0.9997223,0.00003676759,0.00006134449,0.00002490716,0.00001651502,0.000006331272,2.709116e-7,0.000004105745,0.0001274822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693653,"threshold_uncertainty_score":0.2984905,"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."}}