{"id":"W4412505407","doi":"10.1111/1475-6773.14179","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Health Services Research","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"VA Pittsburgh Healthcare System; University of California, Irvine; University of California, San Francisco; Agency for Healthcare Research and Quality; Korea University; Cedars-Sinai Medical Center; RTI International; McGill University; DePaul University; Johns Hopkins University; University of Washington; University of South Carolina; University of Minnesota; San Diego State University; York University; University of Rochester; University of Miami; University of Pennsylvania; University of California, San Diego; U.S. Department of Veterans Affairs; Yale University; Vanderbilt University; Harvard University; Brown University; George Mason University; Ohio State University; University of Southern California; Emory University; Kaiser Permanente; Brigham and Women's Hospital","keywords":"Computer science; Medicine; Data science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001311897,0.0001857687,0.0002780985,0.0009440785,0.0003162918,0.0002008221,0.0003648453,0.0003393902,0.1552618],"category_scores_gemma":[0.000006434384,0.0001988334,0.0000441406,0.0005814189,0.00002645413,0.0003679127,0.00008116994,0.001033958,0.6524458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685373,"about_ca_system_score_gemma":0.0004648549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115551,"about_ca_topic_score_gemma":0.0001702786,"domain_scores_codex":[0.9975978,0.0002629083,0.0004969984,0.0001700337,0.0008901809,0.0005820515],"domain_scores_gemma":[0.9988756,0.00007011932,0.00008200489,0.0004012921,0.0003914969,0.0001794443],"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":[0.000004821213,0.000005750263,7.856481e-7,0.01058887,0.00001197883,9.074649e-8,0.003021717,0.002937313,0.000003944107,0.000002555126,0.9579833,0.02543884],"study_design_scores_gemma":[0.0001454809,0.00003287932,0.000222907,0.0007249709,0.000001609037,2.990327e-7,0.0009167361,0.02019729,0.000008799127,0.00001190923,0.9776116,0.0001255353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003719814,0.003843669,0.0004463806,0.00102809,0.01232973,0.001410549,0.0002426788,0.0003390079,0.9799879],"genre_scores_gemma":[0.002321107,0.02547768,0.0002275033,0.003777575,0.004824252,0.0004914624,0.008082775,0.00008316112,0.9547145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4971839,"threshold_uncertainty_score":0.8455104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0576166507089112,"score_gpt":0.4436757437445698,"score_spread":0.3860590930356586,"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."}}