{"id":"W4392729820","doi":"10.1097/mao.0000000000004145","title":"Transimpedance Matrix Can Be Used to Estimate Electrode Positions Intraoperatively and to Monitor Their Positional Changes Postoperatively in Cochlear Implant Patients","year":2024,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Medicine; Electrode; Cochlear implant; Electrode array; Biomedical engineering; Surgery; Nuclear medicine; Audiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007292836,0.0004142948,0.000221191,0.00123717,0.0001331276,0.000440914,0.0002158228,0.0002362876,0.001235627],"category_scores_gemma":[0.0051018,0.0002067396,0.0002014211,0.0007679361,0.0001624806,0.0004435342,0.0002771917,0.0002265572,0.0003454532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260492,"about_ca_system_score_gemma":0.000148964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008410909,"about_ca_topic_score_gemma":0.001995118,"domain_scores_codex":[0.9997228,0.00006511327,0.0000488964,0.00004464389,0.00009750099,0.0000210442],"domain_scores_gemma":[0.9977063,0.0009083138,0.0009250093,0.0001098987,0.0002843767,0.00006613366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002906208,0.00002386803,0.9673352,0.00003468102,0.00003062274,0.0001576919,0.00006583052,0.000519512,0.004111572,0.00003460853,0.00009470557,0.0273011],"study_design_scores_gemma":[0.00002015404,0.0008864874,0.9749731,0.00003409277,0.00007392514,0.003199195,0.0003436098,0.01427063,0.005418782,0.0001275953,0.0006278462,0.00002466526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925488,0.0005455905,0.0061343,0.00002822765,0.00001172286,0.00001500297,0.0002534373,0.00004293019,0.000420073],"genre_scores_gemma":[0.9951733,0.0002619348,0.004208637,0.000008425711,0.00000849663,0.00001549335,0.0001577384,0.000006548672,0.0001594556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00123717,"threshold_uncertainty_score":0.004133582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233790723996305,"score_gpt":0.3320292275161618,"score_spread":0.3086501551165313,"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."}}