{"id":"W2108121932","doi":"10.1044/hhdc23.2.31","title":"Quality In, Quality Out: Supporting Good Outcomes for Children Who Wear Hearing Aids","year":2013,"lang":"en","type":"article","venue":"Perspectives on Hearing and Hearing Disorders in Childhood","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hearing aid; Audiology; Hearing loss; Medicine","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":[0.09880944,0.0008844357,0.00173005,0.002457577,0.003686739,0.009017114,0.004621323,0.003615865,0.005817981],"category_scores_gemma":[0.3232522,0.0006192591,0.002236789,0.002968621,0.004347133,0.005802232,0.01711039,0.005888511,0.0005222408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578401,"about_ca_system_score_gemma":0.09654347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943755,"about_ca_topic_score_gemma":0.03626396,"domain_scores_codex":[0.8939546,0.07122558,0.01093885,0.00236271,0.01473484,0.006783422],"domain_scores_gemma":[0.7290314,0.1582513,0.04384744,0.0105498,0.02200063,0.03631945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001125854,0.001680251,0.05542822,0.01772916,0.001129716,0.0004152848,0.01111737,0.001813738,0.0002927554,0.055141,0.05309232,0.8010343],"study_design_scores_gemma":[0.0053318,0.01017562,0.3059977,0.1731405,0.004367425,0.00153302,0.0432677,0.006036844,0.00363865,0.1314793,0.3144359,0.0005955386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1640599,0.09692225,0.02308228,0.6071735,0.006359774,0.006610842,0.002129823,0.0006826839,0.09297896],"genre_scores_gemma":[0.8579068,0.04480591,0.06090788,0.02594836,0.001525712,0.005312739,0.0007697368,0.0001610252,0.002661947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09880944,"threshold_uncertainty_score":0.5225605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844877332514061,"score_gpt":0.3559175317284254,"score_spread":0.3174687584032848,"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."}}