{"id":"W2766617527","doi":"10.1044/2017_jslhr-l-16-0222","title":"Language Outcomes in Children Who Are Deaf and Hard of Hearing: The Role of Language Ability Before Hearing Aid Intervention","year":2017,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hearing loss; Audiology; Psychology; Language development; Comprehension; Hearing aid; Language acquisition; Intervention (counseling); Developmental psychology; Sign language; Scale (ratio); Medicine; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0014307,0.0003225509,0.0002994367,0.0006264813,0.0007071003,0.0007914361,0.0006137839,0.0003839792,0.001183572],"category_scores_gemma":[0.009796903,0.0001280979,0.0002829063,0.000507867,0.000718206,0.000638066,0.0007681993,0.000795321,0.0001686709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097822,"about_ca_system_score_gemma":0.004135435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1943194,"about_ca_topic_score_gemma":0.3165936,"domain_scores_codex":[0.9993342,0.0001312718,0.00003974348,0.00008204335,0.000218762,0.0001939848],"domain_scores_gemma":[0.996902,0.0006915512,0.001171247,0.00009754017,0.0004292509,0.0007084098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002181676,0.0002142619,0.9803247,0.00004429119,0.00002292895,0.0002382608,0.001758321,0.00006928641,0.0003041096,0.00005159507,0.0003226984,0.01643149],"study_design_scores_gemma":[0.000002786277,0.00007194077,0.9991266,0.00002011173,0.000008378916,0.00004149876,0.0004783535,0.00004098475,0.00009720663,0.00001754405,0.00009245134,0.000002229726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988241,0.00033144,0.00002175985,0.000171693,0.000004937381,0.000008320377,0.0000790823,0.000004229308,0.0005545478],"genre_scores_gemma":[0.9994808,0.0001637215,0.00005789959,0.00001686133,0.000002418638,0.000007171384,0.0001006202,0.000001507094,0.0001691684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1943194,"threshold_uncertainty_score":0.3863767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895862398119136,"score_gpt":0.4288521690909793,"score_spread":0.359893545109788,"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."}}