{"id":"W4408981771","doi":"10.1097/jd9.0000000000000414","title":"2024 Reviewer Acknowledgments","year":2025,"lang":"en","type":"article","venue":"International Journal of Dermatology and Venereology","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009706784,0.0000569825,0.0002411537,0.0002320713,0.00001940481,0.000004775513,0.0001070321,0.0000826983,0.0004217027],"category_scores_gemma":[0.000970752,0.00003971841,0.00006178097,0.00005539319,0.0001383072,0.00003701329,0.00005677839,0.0002030417,0.00003184484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003135216,"about_ca_system_score_gemma":0.0001899731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001795905,"about_ca_topic_score_gemma":0.000002197651,"domain_scores_codex":[0.9993322,0.00006037344,0.0002767394,0.00007250139,0.0001498236,0.0001083424],"domain_scores_gemma":[0.9991037,0.0001250893,0.00008300545,0.00005581131,0.0005301402,0.0001022375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009400072,0.0003726087,0.8440734,0.00009142854,0.00172383,0.005419028,0.00004082206,1.729814e-7,0.0002084951,0.01235327,0.07408413,0.06069279],"study_design_scores_gemma":[0.01054193,0.0002902082,0.1183869,0.001006137,0.000385554,0.03124799,0.00006053911,0.0001055523,0.002846281,0.02015119,0.8148597,0.0001180077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8295365,0.02879198,0.002841625,0.08038787,0.008092531,0.0002089301,0.000005086506,0.00001161442,0.05012386],"genre_scores_gemma":[0.990851,0.003395574,0.0003923198,0.001963734,0.0001275938,0.000002581495,0.000003817999,0.000002413581,0.003260985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407756,"threshold_uncertainty_score":0.4617349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620142770219352,"score_gpt":0.3923699723842248,"score_spread":0.3761685446820313,"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."}}