{"id":"W1971177486","doi":"10.1179/cim.2003.4.supplement-1.34","title":"The future of cochlear implantation","year":2003,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochlear implantation; Computer science; Electrode; Cochlear implant; Medicine; Audiology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827138,0.00008158547,0.0000825777,0.00005872412,0.0001953293,0.00005365231,0.0002548691,0.00005190286,0.000143604],"category_scores_gemma":[0.0005614528,0.00005601499,0.00005377873,0.0001048892,0.0001225246,0.0001145411,0.00002523767,0.0001201715,0.0001076537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003202786,"about_ca_system_score_gemma":0.00004963778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005506225,"about_ca_topic_score_gemma":0.00000279059,"domain_scores_codex":[0.9989269,0.0001200433,0.0002431265,0.0001865295,0.0003599972,0.0001634405],"domain_scores_gemma":[0.9991217,0.0004836268,0.0001119786,0.000159132,0.0000809741,0.00004262357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001246134,0.00009685105,0.002449227,0.0000203173,0.0000205676,0.00001213969,0.0005936176,0.0000729687,0.4794306,0.4585854,0.003149922,0.05544372],"study_design_scores_gemma":[0.001638289,0.0002371051,0.1216854,0.00008144473,0.00001660091,0.0008296286,0.001297078,0.0007041761,0.3698614,0.01936492,0.4838776,0.0004063321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781014,0.00008273503,0.0002446897,0.0006679913,0.002735581,0.000139449,0.0000491874,0.00003363433,0.0179453],"genre_scores_gemma":[0.998336,0.0002086798,0.0001860812,0.0001966865,0.0001504054,0.000007204512,0.000005821673,0.00001038183,0.0008987419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807277,"threshold_uncertainty_score":0.2284225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057155454750028,"score_gpt":0.302402435018797,"score_spread":0.2818308804712967,"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."}}