{"id":"W4311417482","doi":"10.1097/mao.0000000000003752","title":"COMMENT ON “NOVEL WEB-BASED MUSIC RE-ENGINEERING SOFTWARE FOR ENHANCEMENT OF MUSIC ENJOYMENT AMONG COCHLEAR IMPLANTEES” BY HWA ET AL. (OTOL NEUROTOL 2021;42(9))","year":2022,"lang":"en","type":"letter","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Preprocessor; Context (archaeology); Bass (fish); Computer science; Software; Artificial intelligence","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":[0.00497949,0.001351057,0.001775836,0.001103905,0.002596261,0.003008405,0.003551633,0.03240079,0.008582361],"category_scores_gemma":[0.03268295,0.0007007765,0.001719179,0.0007049802,0.002505969,0.003723981,0.001736815,0.0344184,0.009126617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236674,"about_ca_system_score_gemma":0.002325955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975742,"about_ca_topic_score_gemma":0.00459627,"domain_scores_codex":[0.9960775,0.0007267722,0.0006577371,0.0006302518,0.001521582,0.0003861995],"domain_scores_gemma":[0.9816889,0.008160681,0.001355284,0.0004599773,0.006715045,0.001620061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005076194,0.00002885931,0.0002429707,0.0001333413,0.00001718186,0.0003978255,0.00006377074,0.00002514817,0.000143188,0.0003407362,0.9939561,0.00460011],"study_design_scores_gemma":[0.0001124835,0.0001279657,0.001843767,0.0005253635,0.00007486875,0.001585072,0.0003860984,0.0004718432,0.000770139,0.001712095,0.9922985,0.0000917838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004113087,0.002762563,0.0004517448,0.8349737,0.1597004,0.00003679741,0.0002530114,0.0001932547,0.001217181],"genre_scores_gemma":[0.001765435,0.001403945,0.0002946348,0.8742903,0.1182753,0.00007288092,0.0000604952,0.0000585105,0.003778546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03240079,"threshold_uncertainty_score":0.02871084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355857502345597,"score_gpt":0.2759659163914246,"score_spread":0.2424073413679687,"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."}}