{"id":"W4392240784","doi":"10.1097/01.hj.0001007692.23332.89","title":"OTC Hearing Aids and Objective Verification","year":2024,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audiology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823323,0.0006692969,0.00054217,0.002049334,0.00114088,0.004985185,0.0008899239,0.003470367,0.0255248],"category_scores_gemma":[0.01218636,0.000361265,0.000507284,0.001107608,0.004265585,0.004277581,0.004225422,0.003515569,0.005310009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794132,"about_ca_system_score_gemma":0.004157871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107354,"about_ca_topic_score_gemma":0.008872818,"domain_scores_codex":[0.994751,0.0008317334,0.0003424585,0.0005293534,0.00316753,0.0003779591],"domain_scores_gemma":[0.9933066,0.002523492,0.000744477,0.0004904126,0.002510937,0.0004242161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002074533,0.0001039389,0.003117224,0.0006870563,0.00002063772,0.001128794,0.0007557573,0.0003098037,0.002063011,0.07264981,0.08856538,0.830391],"study_design_scores_gemma":[0.00003255333,0.0003358055,0.01458268,0.002813801,0.00003673266,0.01911765,0.001993039,0.0009519175,0.002425344,0.05302987,0.9045603,0.0001204149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01818779,0.3514368,0.03515254,0.08468948,0.01063543,0.0001937457,0.0004773806,0.0007441828,0.4984826],"genre_scores_gemma":[0.3558691,0.2370928,0.04039456,0.04828357,0.01243501,0.000474418,0.000830288,0.0005162066,0.304104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0255248,"threshold_uncertainty_score":0.08538896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404444119003047,"score_gpt":0.3134565176983539,"score_spread":0.2594120765083234,"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."}}