{"id":"W1605204058","doi":"10.1159/000380754","title":"Identification and Evaluation of Cochlear Implant Candidates with Asymmetrical Hearing Loss","year":2015,"lang":"en","type":"article","venue":"Audiology and Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Cochlear implant; Audiology; Identification (biology); Hearing loss; Implant; Medicine; Psychology; Biology; Surgery","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":[0.00130536,0.0002880012,0.0003798108,0.001767574,0.0006523622,0.0004904119,0.0004637681,0.0006236284,0.005031812],"category_scores_gemma":[0.003249966,0.0001132945,0.0003858552,0.0004930724,0.0002844564,0.0004756298,0.0007688357,0.0003738528,0.001344604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755764,"about_ca_system_score_gemma":0.000576728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006501336,"about_ca_topic_score_gemma":0.00119221,"domain_scores_codex":[0.9991961,0.0002135286,0.000148886,0.00006644232,0.000241576,0.0001335255],"domain_scores_gemma":[0.9988922,0.0002727437,0.0003297182,0.00002653164,0.0002085234,0.0002703163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005190275,0.0001443399,0.9258091,0.0002829432,0.00002217335,0.01506563,0.0007663867,0.0001493341,0.003828604,0.0001500837,0.00349126,0.04977118],"study_design_scores_gemma":[0.00004499332,0.00114603,0.9071237,0.0008312608,0.00009234108,0.07040404,0.007134668,0.0007769728,0.001684304,0.000414557,0.01029395,0.00005307579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863565,0.004151885,0.0009977143,0.001784471,0.00009009898,0.0002529278,0.0002848681,0.00002170348,0.006059898],"genre_scores_gemma":[0.9929731,0.002172789,0.002474865,0.0004905703,0.0001085071,0.0001516541,0.0003541542,0.000006937646,0.001267413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005031812,"threshold_uncertainty_score":0.01683313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07629032291518198,"score_gpt":0.3390546329855648,"score_spread":0.2627643100703828,"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."}}