{"id":"W4366352601","doi":"10.1080/17483107.2023.2198565","title":"Identity change of late-deafened adults after receiving cochlear implants","year":2023,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Macquarie University","keywords":"Audiology; Cochlear implant; Identity (music); Assistive technology; Medicine; Cochlear implantation; Hearing loss; Psychology; Acoustics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007114581,0.0001715439,0.0003256274,0.000315114,0.0001721045,0.00002145095,0.0001653312,0.0002672993,0.00002259338],"category_scores_gemma":[0.005945689,0.0001519525,0.00009843746,0.001351376,0.002064934,0.0004172304,0.0001754393,0.0002148522,0.00005534522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008056176,"about_ca_system_score_gemma":0.0000200731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112468,"about_ca_topic_score_gemma":0.00008723247,"domain_scores_codex":[0.9979908,0.0002780639,0.0004763446,0.0006773831,0.0002627867,0.0003145535],"domain_scores_gemma":[0.9974827,0.001772164,0.0001513232,0.0004012174,0.0001316898,0.00006086559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002634476,0.0002629185,0.9033213,0.0005373713,0.000007341764,0.000003716351,0.001613544,0.000003387278,0.058965,0.004737901,0.00001305983,0.03027106],"study_design_scores_gemma":[0.0004272869,0.0003920895,0.9883826,0.0001509302,0.000009014188,0.000002422861,0.001072877,0.0003784573,0.002613608,0.006338778,0.00007632818,0.0001555992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945315,0.00003249491,0.00005098573,0.003943183,0.0002149834,0.00066557,0.00007401148,0.0003943125,0.0000930035],"genre_scores_gemma":[0.9988971,0.00004060639,0.0006227042,0.00007436847,0.00001925952,0.0003000965,0.00000614635,0.00001671552,0.00002297377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08506136,"threshold_uncertainty_score":0.7608335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704560246662167,"score_gpt":0.3082970791939575,"score_spread":0.2812514767273358,"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."}}