{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001516383,0.001302929,0.001294287,0.005224022,0.001804599,0.007942892,0.001759607,0.003149792,0.9233478],"category_scores_gemma":[0.009482622,0.000696855,0.0009742606,0.004082477,0.0006044346,0.003002246,0.002241955,0.001871522,0.871164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480424,"about_ca_system_score_gemma":0.003052202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770443,"about_ca_topic_score_gemma":0.008128952,"domain_scores_codex":[0.9988245,0.0001335861,0.00006396243,0.0001434679,0.0007146357,0.0001197812],"domain_scores_gemma":[0.9947448,0.0008740939,0.0001753142,0.0004578457,0.002491928,0.00125614],"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":[0.00001374991,0.00002093499,0.0000370327,0.00009236098,0.00000106388,0.000009710399,0.000007297125,0.00002749259,0.00005759466,0.001249867,0.9753006,0.02318223],"study_design_scores_gemma":[0.00002182076,0.00001413383,0.0002538661,0.00009695015,0.000001943725,0.00001728021,0.00002711761,0.00009327606,0.00007605446,0.001281682,0.9981101,0.00000579773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001787181,0.0003291141,0.0008156614,0.002200211,0.006400323,0.0003582162,0.01512685,0.002052907,0.9725379],"genre_scores_gemma":[0.0004095534,0.0001892935,0.0003806675,0.0007807091,0.0007273874,0.00009119976,0.00490869,0.000439673,0.9920728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07665223,"threshold_uncertainty_score":0.1093351,"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."}}