{"id":"W4299310592","doi":"10.17615/wgr5-2p12","title":"Cochlear Implant Programming: A Global Survey on the State of the Art","year":2021,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc; Medical Research Council; University of North Carolina at Chapel Hill; Vrije Universiteit Amsterdam; London Health Sciences Centre; Leids Universitair Medisch Centrum; European Commission; Universitatea de Medicina și Farmacie Grigore T. Popa - Iasi","keywords":"Cochlear implant; State (computer science); State of art; Audiology; Computer science; Medicine; Data science; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002252678,0.000066382,0.0000851275,0.000007782782,0.0001566334,0.0001348174,0.0001838441,0.00002185651,0.00002426524],"category_scores_gemma":[0.001856039,0.00003195132,0.00004952688,0.0003573972,0.0002860249,0.00009629843,0.0001064321,0.00008971519,0.00002334698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009943745,"about_ca_system_score_gemma":0.0001701501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005772656,"about_ca_topic_score_gemma":0.00003253646,"domain_scores_codex":[0.9989379,0.0003825716,0.0001351898,0.0001661918,0.0002302281,0.0001479371],"domain_scores_gemma":[0.9987349,0.000868844,0.00005100499,0.0002855566,0.00003273441,0.00002699633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001656406,0.0003555799,0.04679438,0.00007574334,0.0000188272,0.00002345735,0.002960436,0.0001702235,0.04778742,0.8641552,0.02117029,0.01632284],"study_design_scores_gemma":[0.0001718553,0.0001463736,0.7213069,0.00005837401,0.000004435008,0.00001151536,0.0001334967,0.00008246533,0.1940167,0.06507254,0.01888867,0.0001066643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939521,0.0000256169,0.00003934038,0.003945615,0.000295037,0.0001740803,0.00008745622,0.00003186434,0.00144889],"genre_scores_gemma":[0.9975812,0.000002137244,0.0002396665,0.0008469367,0.00001545729,0.000006251446,0.000003687802,0.000005879288,0.00129872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7990826,"threshold_uncertainty_score":0.2221986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694204907612953,"score_gpt":0.2655045416818956,"score_spread":0.2185624926057661,"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."}}