{"id":"W3165403203","doi":"10.31234/osf.io/e865q","title":"Recognizing voices through a cochlear implant: A systematic review","year":2021,"lang":"en","type":"review","venue":"","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fonds de recherche du Québec – Nature et technologies; National Institutes of Health","keywords":"Cochlear implant; Audiology; Perception; Speech perception; Vocal tract; Identification (biology); Psychology; Medicine; Speech recognition; Computer science","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":[0.005355272,0.001596284,0.006573298,0.01327614,0.0009111046,0.002864206,0.002613173,0.002239922,0.005154542],"category_scores_gemma":[0.02561767,0.001013009,0.00544602,0.01214942,0.001044934,0.003101728,0.001804373,0.001032948,0.0005367643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029038,"about_ca_system_score_gemma":0.01222451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357577,"about_ca_topic_score_gemma":0.0231942,"domain_scores_codex":[0.9945949,0.001114139,0.002464642,0.0004460472,0.001200724,0.0001796131],"domain_scores_gemma":[0.9781569,0.01523042,0.003664499,0.0002804066,0.002431793,0.0002359774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001077329,0.00001453207,0.0004931453,0.9617697,0.002234548,0.0001569998,0.0002134249,0.00004631052,0.0001918886,0.0001210256,0.001061428,0.03358918],"study_design_scores_gemma":[0.00009143124,0.0002019188,0.002847601,0.9463474,0.02955924,0.0006633451,0.000397849,0.00005314443,0.0002185667,0.0001714065,0.01941268,0.00003538906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001001813,0.9978203,0.000154164,0.0001652401,0.00009107194,0.0002198249,0.0002800073,0.000009045568,0.0002586036],"genre_scores_gemma":[0.007244896,0.9911945,0.0004909937,0.0003165005,0.00005836909,0.0003654789,0.0001913659,0.000004687617,0.0001332042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01327614,"threshold_uncertainty_score":0.02832168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555410375026628,"score_gpt":0.4038638871188663,"score_spread":0.2483228496162035,"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."}}