{"id":"W4281924179","doi":"10.1111/exd.14374","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Experimental Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of California, Irvine; Szegedi Tudományegyetem; Paracelsus Medizinische Privatuniversität; Karl-Franzens-Universität Graz; Rheinische Friedrich-Wilhelms-Universität Bonn; Radboud Universitair Medisch Centrum; Medizinische Universität Wien; Technische Universität München; Peking Union Medical College; University of Hull; University of Queensland; Westfälische Wilhelms-Universität Münster; Universität Wien; University of California, San Diego; University of Toronto; Albert-Ludwigs-Universität Freiburg; Universität zu Lübeck; Universiteit Leiden; Medizinische Universität Graz; Universität zu Köln; Centre Hospitalier Universitaire Vaudois; Universidad de Las Palmas de Gran Canaria; Imperial College London; Fourth Military Medical University; Thammasat University; Queen Mary University of London; Universitätsklinikum Regensburg; Université de Toulouse; Johns Hopkins University; Leibniz-Gemeinschaft; Chinese Academy of Medical Sciences; Harvard University; Xiamen University; Yonsei University; Northwestern University; University of Miami; York University; University of Southern California; Radboud Universiteit; Humanitas University; University of Pennsylvania; Philipps-Universität Marburg","keywords":"Citation; Computer science; Information retrieval; World Wide Web","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":[0.00002612281,0.0002481786,0.0004641055,0.0003360845,0.0001463418,0.00002761652,0.0001159642,0.0002088708,0.2136308],"category_scores_gemma":[0.000007081034,0.0002582723,0.0001432823,0.0001260615,0.00005569665,0.00009325984,0.0002243029,0.0003879969,0.08626011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303844,"about_ca_system_score_gemma":0.00007722517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004583008,"about_ca_topic_score_gemma":6.398848e-7,"domain_scores_codex":[0.998808,0.00005940464,0.0003851731,0.0002196258,0.0002679763,0.0002597759],"domain_scores_gemma":[0.9993635,0.00001435393,0.0001601266,0.0003279808,0.00002469134,0.0001092878],"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":[0.0001500276,0.0001232507,0.000003626782,0.0001377834,0.0001067459,0.0002101739,0.0004104367,0.0000039618,0.0007656746,0.0001332066,0.9967754,0.001179686],"study_design_scores_gemma":[0.0008466475,0.0002375827,0.000005951575,0.00001500613,0.00003764157,0.00715242,0.001362024,0.00003763694,0.01846313,0.000001589974,0.9716332,0.0002071919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002495175,0.003152973,0.00008179395,0.001551461,0.01372901,0.0009568024,0.00005162401,0.0001343637,0.9778468],"genre_scores_gemma":[0.1339172,0.0004321056,0.0002991497,0.01481001,0.0006520373,0.0007759163,0.004945158,0.00008434395,0.8440841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1337627,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009832035259419156,"score_gpt":0.2844414097187315,"score_spread":0.2746093744593123,"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."}}