{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022283,0.0003572316,0.0003685368,0.001365989,0.0003077824,0.0007134713,0.0007692515,0.0005690194,0.001848102],"category_scores_gemma":[0.04594313,0.0002481082,0.0003867064,0.0005744928,0.0004954895,0.001013075,0.0009323873,0.0004357731,0.0004095966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739374,"about_ca_system_score_gemma":0.002235539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004329818,"about_ca_topic_score_gemma":0.0009165874,"domain_scores_codex":[0.9912314,0.004147831,0.001867366,0.0007504111,0.001709833,0.0002931322],"domain_scores_gemma":[0.9540035,0.01782226,0.01844609,0.002715058,0.005280733,0.001732332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01426242,0.004726795,0.5233963,0.004744916,0.0004255491,0.001903661,0.001411084,0.001542067,0.0204731,0.000510546,0.001266409,0.4253372],"study_design_scores_gemma":[0.0009762007,0.05821197,0.8934263,0.002508546,0.001065592,0.01227031,0.002140879,0.001782592,0.01563378,0.0002494394,0.01164026,0.00009424984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817577,0.00587242,0.004442089,0.0005577093,0.0001284207,0.001364431,0.0002049475,0.00004727666,0.005624991],"genre_scores_gemma":[0.9807447,0.003181057,0.01329204,0.0003887748,0.0002852639,0.001433941,0.0002956881,0.00001868044,0.0003598536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022283,"threshold_uncertainty_score":0.05406415,"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."}}