{"id":"W4220813515","doi":"10.1080/14643154.2022.2047498","title":"Speech-language outcomes of children with unilateral and mild/moderate hearing loss","year":2022,"lang":"en","type":"article","venue":"Deafness & Education International","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hearing loss; Audiology; Unilateral hearing loss; Normative; Language delay; Psychology; Language development; Medicine; Articulation (sociology); Developmental psychology","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":[0.0005743451,0.0003009723,0.0004774368,0.001365936,0.0005622689,0.0006791904,0.0002925093,0.0002863019,0.0008376828],"category_scores_gemma":[0.002674269,0.0001863744,0.000440274,0.0006469085,0.0004629825,0.0005701993,0.0009279644,0.0005177504,0.0002026928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006324695,"about_ca_system_score_gemma":0.0007220539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883851,"about_ca_topic_score_gemma":0.0252449,"domain_scores_codex":[0.9994942,0.00005841355,0.00004905844,0.00008205227,0.0001579966,0.0001582715],"domain_scores_gemma":[0.9986725,0.0001902953,0.0006628137,0.00004747361,0.0001881088,0.0002388686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004597859,0.00002715931,0.9975355,0.000007527489,0.000008677881,0.0003088091,0.0005542093,0.00002026817,0.000204549,0.000008164828,0.00002935034,0.001249747],"study_design_scores_gemma":[0.000001258928,0.00008128406,0.9984171,0.000002896798,0.00000564594,0.0006446824,0.0007119405,0.0000159724,0.00006839642,0.000005047689,0.00004327511,0.000002293121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997638,0.00003753932,0.00000836033,0.00000545747,8.755783e-7,0.000002563088,0.00007433184,6.6183e-7,0.0001064652],"genre_scores_gemma":[0.9996678,0.00004611406,0.00002040834,0.000005102382,0.000001708286,0.000005278028,0.0001523452,9.751598e-7,0.0001003858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883851,"threshold_uncertainty_score":0.03745776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008537695749911,"score_gpt":0.3404180229653443,"score_spread":0.3203326460078452,"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."}}