{"id":"W4399385112","doi":"10.1111/exd.15106","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Experimental Dermatology","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; University at Buffalo; Guangdong Provincial People's Hospital; Szegedi Tudományegyetem; Paracelsus Medizinische Privatuniversität; Humanitas University; Karl-Franzens-Universität Graz; Shenzhen University; Peking Union Medical College; Xiamen University; Rheinische Friedrich-Wilhelms-Universität Bonn; Universität zu Köln; National Taiwan University; Universidad de Las Palmas de Gran Canaria; Université de Bordeaux; Peking University First Hospital; Universität Wien; Radboud Universitair Medisch Centrum; Technische Universität München; Technion-Israel Institute of Technology; Universitätsklinikum Regensburg; Chinese Academy of Medical Sciences; Zhejiang University; Université de Toulouse; Thammasat University; Universidad de Murcia; Universitätsmedizin Göttingen; Ministry of Public Health; University of California, San Diego; Johns Hopkins University; Universität zu Lübeck; Medizinische Universität Wien; University of Queensland; Karolinska Institutet; Eidgenössische Technische Hochschule Zürich; Imperial College London; University of Toronto; Centre Hospitalier Universitaire Vaudois; Northwestern University; Seoul National University; Helsingin Yliopisto; Chonnam National University; Radboud Universiteit; York University; Universiteit Leiden; College of Medicine, Seoul National University; Universität Heidelberg; Hebrew University of Jerusalem; Albert-Ludwigs-Universität Freiburg; King's College London; Peking University; University of Occupational and Environmental Health; Westfälische Wilhelms-Universität Münster; China Agricultural University; University of Hull; Harvard University; Queen Mary University of London; Thomas Jefferson University; University of Pittsburgh; University of Southern California; Yonsei University; University of Miami; Medizinische Universität Graz; University of Pennsylvania; Philipps-Universität Marburg; Fourth Military Medical University; Ajou University; University of California, Irvine; University of Leeds; Universitätsklinikum Köln; Massachusetts General Hospital","keywords":"Computer science; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002670327,0.0002537603,0.0002576083,0.0002507883,0.00004740806,0.00008790044,0.000126082,0.0003821056,0.2533705],"category_scores_gemma":[0.00000208293,0.0002719814,0.00008101715,0.00007830709,0.00004434496,0.0002822671,0.00003916783,0.0003089971,0.8872848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996311,"about_ca_system_score_gemma":0.00002428319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.760382e-7,"about_ca_topic_score_gemma":7.900333e-7,"domain_scores_codex":[0.9991242,0.00003149478,0.0003425751,0.000131281,0.0001586629,0.0002118],"domain_scores_gemma":[0.9997022,0.000008696174,0.00003274514,0.0001763844,0.00001866537,0.00006126728],"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":[0.000001953099,0.000006616794,1.381401e-7,0.000198416,0.00003357965,0.000003577359,0.001373668,0.0005488274,0.001962361,0.00001843454,0.9953767,0.0004757186],"study_design_scores_gemma":[0.000138163,0.00001174043,0.000003080145,0.00004051824,0.00001076848,0.00009254116,0.0003557019,0.004365896,0.01488868,0.00001019901,0.9798253,0.0002574222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00390534,0.008741948,0.0005209098,0.0001801422,0.05556083,0.0003558129,0.00008998437,0.0007047941,0.9299402],"genre_scores_gemma":[0.3918793,0.001725914,0.0004951044,0.002681832,0.007195782,0.0009642402,0.01098633,0.0003937443,0.5836778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6339144,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392106710300234,"score_gpt":0.2944343684490787,"score_spread":0.2805133013460763,"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."}}