{"id":"W4311677764","doi":"10.1080/14992027.2022.2155879","title":"Benefits and risks related to cochlear implantation for children with residual hearing: a systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Audiology; Hearing loss; Medicine; Speech perception; Perception; Intelligibility (philosophy); Population; Cochlear implant; Psychology; Environmental health","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":[0.005792311,0.001294472,0.006082896,0.008012146,0.0004997975,0.002255932,0.001201638,0.001773137,0.003284868],"category_scores_gemma":[0.02998253,0.0008854007,0.005851997,0.006574182,0.0007828383,0.001786247,0.001241373,0.001295718,0.0001921069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742556,"about_ca_system_score_gemma":0.00696013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005468398,"about_ca_topic_score_gemma":0.01687606,"domain_scores_codex":[0.9948783,0.001725102,0.001802506,0.0003485245,0.001085867,0.0001597425],"domain_scores_gemma":[0.9746981,0.02009663,0.003668996,0.0001866126,0.001135054,0.0002145269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002722782,0.00001445357,0.0008360008,0.9498964,0.008665962,0.0001284598,0.0001719525,0.00007505158,0.0001411524,0.000160224,0.0007091525,0.03892884],"study_design_scores_gemma":[0.0003245915,0.0002950068,0.005355641,0.8810264,0.09631536,0.0008117908,0.0004281461,0.0000677401,0.0002277011,0.0002862905,0.01482675,0.00003459888],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009036391,0.9985196,0.00005689186,0.0001178778,0.00004753593,0.00009252373,0.0001111556,0.000002631132,0.0001482726],"genre_scores_gemma":[0.01385137,0.9852619,0.0003034912,0.0002144846,0.00005072563,0.0001738829,0.00008171526,0.000002009475,0.00006058153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008012146,"threshold_uncertainty_score":0.03063297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080118648705275,"score_gpt":0.400296198985152,"score_spread":0.2922843341146245,"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."}}