{"id":"W4410499400","doi":"10.1002/lary.32254","title":"Synchrotron‐Based Trauma Assessment of Robotic Electrode Insertions in Cochlear Implantation","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Western University; Sunnybrook Health Science Centre","funders":"Government of Saskatchewan; Canada Foundation for Innovation; National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Light Source","keywords":"Cochlear implant; Cadaveric spasm; Cochlear implantation; Basilar membrane; Electrode array; Inner ear; Medicine; Temporal bone; Biomedical engineering; Electrode; Surgery; Cochlea; Audiology; Anatomy; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007251705,0.0003196214,0.0001734832,0.000524972,0.000199356,0.000357352,0.0003343197,0.0004773065,0.001520209],"category_scores_gemma":[0.001440253,0.0003253964,0.0001966782,0.0002602323,0.0005382369,0.0004015406,0.0004200051,0.0002244521,0.0002246099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835401,"about_ca_system_score_gemma":0.0002686234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004426476,"about_ca_topic_score_gemma":0.0005978551,"domain_scores_codex":[0.9996369,0.00008034759,0.00003351571,0.0000508141,0.0001737107,0.00002476472],"domain_scores_gemma":[0.9993107,0.0001613249,0.0002423821,0.00008901522,0.0001645854,0.00003186601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008027334,0.00008020015,0.02930184,0.0002519384,0.00004309376,0.0006107182,0.0004005662,0.003134196,0.9337122,0.0001299997,0.00009947809,0.03143298],"study_design_scores_gemma":[0.00004682728,0.004135997,0.2875156,0.00007796798,0.0002462498,0.007950861,0.001095337,0.01390188,0.6816372,0.0002394459,0.003077445,0.00007532661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830408,0.001062054,0.01473481,0.00002267845,0.00001524739,0.00003534107,0.00004887641,0.0000560196,0.0009842962],"genre_scores_gemma":[0.9930146,0.000414287,0.006140112,0.00001775554,0.000005865479,0.00001880244,0.00004405298,0.00001082301,0.0003336461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520209,"threshold_uncertainty_score":0.005085647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266610317793845,"score_gpt":0.3350408696624944,"score_spread":0.3123747664845559,"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."}}