{"id":"W2909957564","doi":"10.1002/lary.27666","title":"Efficacy of a selective imaging paradigm prior to pediatric cochlear implantation","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Magnetic resonance imaging; Radiology; Retrospective cohort study; Cochlear implantation; Surgery; Cochlear implant","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":[0.0002513007,0.00007821033,0.0001221476,0.00007934471,0.00009216904,0.00002539068,0.000171677,0.00002082722,0.000032612],"category_scores_gemma":[0.0003174126,0.000053033,0.00003979773,0.0004509394,0.00003128829,0.0001088987,0.00004656251,0.0001040815,0.0004241712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645501,"about_ca_system_score_gemma":0.00004758481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006715978,"about_ca_topic_score_gemma":0.000001039881,"domain_scores_codex":[0.9990966,0.000133818,0.0001672746,0.0002249645,0.0001907548,0.0001866334],"domain_scores_gemma":[0.9990498,0.0006047615,0.00006950575,0.0002055085,0.00002625457,0.00004414741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002346706,0.0001126876,0.02712403,0.00008409028,0.000003972549,0.000002207535,0.005850789,0.0004762949,0.9565912,0.002685909,0.0002755854,0.006558494],"study_design_scores_gemma":[0.0006419183,0.0002172321,0.9209476,0.00002707698,0.00001811956,0.00001138376,0.00006893622,0.0004839647,0.07665639,0.0004512222,0.0003532308,0.0001229337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968917,0.00002721991,0.0001069207,0.0007734108,0.0001713792,0.0006409831,0.000004860468,0.00003948222,0.001344024],"genre_scores_gemma":[0.9991632,0.00001313868,0.0001250436,0.0004407473,0.00006350791,0.00001185663,8.165694e-7,0.00001288397,0.0001688157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8938236,"threshold_uncertainty_score":0.5452005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387292288599127,"score_gpt":0.2810978477217456,"score_spread":0.2672249248357543,"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."}}