{"id":"W1991848776","doi":"10.1097/00129492-200303000-00017","title":"Speech Coding Strategies and Revised Cochlear Implant Candidacy: An Analysis of Post-Implant Performance","year":2003,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cochlear implant; Speech perception; Audiology; Medicine; Candidacy; Speech coding; Sentence; Speech recognition; Perception; Psychology; Computer science; Natural language processing","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":[0.0003002664,0.0001745739,0.0005526461,0.0003983018,0.0001798685,0.00003293353,0.0001659007,0.0001554946,0.00007378773],"category_scores_gemma":[0.0004829372,0.0001501195,0.00007040516,0.0004593601,0.0004766896,0.0002144158,0.00003786556,0.0002181011,0.000006178299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000144913,"about_ca_system_score_gemma":0.0001110243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827824,"about_ca_topic_score_gemma":0.00007806464,"domain_scores_codex":[0.9978952,0.0006441424,0.0004013026,0.000545255,0.0001212626,0.0003928609],"domain_scores_gemma":[0.9987704,0.0005481055,0.0001792909,0.0003319234,0.00006344287,0.0001068793],"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":[0.0001548761,0.0001053607,0.06557272,0.0001191292,0.00004713437,0.0001797896,0.0006450575,0.0001822474,0.9033907,0.02805071,0.00001335409,0.001538905],"study_design_scores_gemma":[0.0008851668,0.002186889,0.9201356,0.00002485753,0.0003102907,0.003049722,0.0005274183,0.0056304,0.0658399,0.0003455179,0.0007280527,0.000336257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984695,0.00002459519,0.00005544562,0.0002240111,0.0002128903,0.0003904937,0.00002240596,0.00004351898,0.0005571476],"genre_scores_gemma":[0.9990741,0.000106208,0.0001972773,0.0005425106,0.000009646806,0.00002821295,0.000007559088,0.00001356864,0.00002089824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8545628,"threshold_uncertainty_score":0.6121694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701656961399959,"score_gpt":0.2964942570032752,"score_spread":0.2694776873892756,"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."}}