{"id":"W4296630065","doi":"10.3390/jpm12101551","title":"Minimally Traumatic Cochlear Implant Surgery: Expert Opinion in 2010 and 2020","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cochlear implant; Round window; Expert opinion; Implant; Cochlear implantation; Audiology; Surgery; Dentistry; Intensive care medicine; Cochlea","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":[0.00148706,0.00008649408,0.0003534485,0.0002299305,0.0001038222,0.000009152509,0.00009681406,0.00002558008,0.0004655018],"category_scores_gemma":[0.001190637,0.00006171233,0.00006309052,0.0002369577,0.0001464265,0.00009352795,0.00002883659,0.0003071063,0.000001130986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007843595,"about_ca_system_score_gemma":0.0001100788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006391158,"about_ca_topic_score_gemma":0.000001119925,"domain_scores_codex":[0.9983619,0.0003026855,0.0004916506,0.0001401963,0.0005460362,0.0001575726],"domain_scores_gemma":[0.9985566,0.0009883653,0.0002373482,0.00006630531,0.00003203948,0.0001193443],"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":[0.000904394,0.000267307,0.002457137,0.0001726815,0.000013601,0.0003966043,0.03236398,0.00002642855,0.8834472,0.0002612386,0.06352041,0.01616907],"study_design_scores_gemma":[0.0234453,0.01013477,0.4044005,0.00331018,0.00007357874,0.02094308,0.06389212,0.003802111,0.003515517,0.001879115,0.4635632,0.001040508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718912,0.002265135,0.0000191043,0.02424109,0.001415077,0.0001018791,0.000003408879,0.000005672033,0.00005747867],"genre_scores_gemma":[0.9961603,0.001786398,0.0002380474,0.001308191,0.0003346186,0.000006939096,0.000001328019,0.00001188163,0.000152347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8799316,"threshold_uncertainty_score":0.5096918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913134396241927,"score_gpt":0.3360421177726812,"score_spread":0.266910773810262,"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."}}