{"id":"W2736409103","doi":"10.1044/2017_aja-16-0054","title":"Fit-to-Targets for the Desired Sensation Level Version 5.0a Hearing Aid Prescription Method for Children","year":2017,"lang":"en","type":"article","venue":"American Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Audiology; Hearing aid; Medical prescription; Sensation; Medicine; Hearing loss; Psychology; Cognitive psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004373165,0.000585452,0.000338888,0.0007417017,0.0002261392,0.0007488353,0.0005938013,0.0003826423,0.00199286],"category_scores_gemma":[0.02033118,0.0002656046,0.0005064331,0.0004932134,0.0002839903,0.0006542952,0.0008648335,0.0003235469,0.001160437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481942,"about_ca_system_score_gemma":0.0007835284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556093,"about_ca_topic_score_gemma":0.002779759,"domain_scores_codex":[0.9939135,0.001208258,0.0009165545,0.0005872609,0.003215279,0.0001591377],"domain_scores_gemma":[0.9922786,0.002405887,0.002210531,0.0007155201,0.002143025,0.0002464074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001642076,0.0002684661,0.7475919,0.0005230095,0.0001109452,0.0003584965,0.001757244,0.003864654,0.03568911,0.0003669745,0.00173457,0.2060926],"study_design_scores_gemma":[0.00003124837,0.002408113,0.9282334,0.0001232018,0.00006023447,0.003299126,0.0005488822,0.005824098,0.05376948,0.0001247095,0.005507145,0.00007034941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611558,0.0005988221,0.03247387,0.00006189232,0.00002159363,0.000356302,0.00120251,0.0005378706,0.003591477],"genre_scores_gemma":[0.9637243,0.0001677247,0.03396032,0.00004515325,0.000004912361,0.0003682183,0.000867205,0.00009981334,0.0007624009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004373165,"threshold_uncertainty_score":0.02312779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091448946374291,"score_gpt":0.3729745376007926,"score_spread":0.2638296429633635,"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."}}