{"id":"W4281723316","doi":"10.1101/2022.06.03.494743","title":"Cortical-brainstem interplay during speech perception in older adults with and without hearing loss","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Brainstem; Audiology; Psychology; Hearing loss; Speech perception; Arousal; Perception; Auditory brainstem response; Medicine; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002140808,0.0003766307,0.0002568666,0.0003566636,0.0001123103,0.0002764155,0.00008153923,0.0002144538,0.001172149],"category_scores_gemma":[0.00113073,0.00008610651,0.0001063778,0.0001420505,0.0001538461,0.0001979768,0.0002588952,0.0001504801,0.0001429639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008380323,"about_ca_system_score_gemma":0.00006447159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413135,"about_ca_topic_score_gemma":0.003103503,"domain_scores_codex":[0.999913,0.00001017362,0.0000110745,0.00002687981,0.00002382003,0.00001503299],"domain_scores_gemma":[0.9997472,0.00006712547,0.00007103879,0.0000159741,0.00005782848,0.00004082392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004757215,0.0003976431,0.5598484,0.0004602697,0.000271646,0.0014973,0.003356213,0.0006992564,0.3424512,0.00009594628,0.000686598,0.08547819],"study_design_scores_gemma":[0.000008819179,0.0002890034,0.9970409,0.000005328696,0.00002661915,0.0002626887,0.0002028661,0.0002420242,0.001774823,0.00003848358,0.0001039879,0.000004273527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0001361236,0.000244332,0.00001194885,0.000003956557,0.00001057691,0.0001355428,0.000007950826,0.000233424],"genre_scores_gemma":[0.999416,0.0000640615,0.0002185622,0.00001747472,0.000006331839,0.00001152169,0.00009916959,0.000002152877,0.0001647302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413135,"threshold_uncertainty_score":0.00392127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335866718649511,"score_gpt":0.2491959157437263,"score_spread":0.2358372485572311,"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."}}