{"id":"W4318197212","doi":"10.1089/derm.2022.0029","title":"Dermatitis Venenata: Then and Now","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131758,0.0005855486,0.0008522381,0.001135393,0.001723677,0.004730542,0.0005775375,0.003903173,0.01275671],"category_scores_gemma":[0.002009918,0.0001930854,0.0005454827,0.001198755,0.003452147,0.008659998,0.001872114,0.00591024,0.002957173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888591,"about_ca_system_score_gemma":0.001924058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617231,"about_ca_topic_score_gemma":0.01166973,"domain_scores_codex":[0.9992126,0.0001579746,0.0001123425,0.0001323146,0.0001794965,0.0002052082],"domain_scores_gemma":[0.9985754,0.0002826875,0.0001313087,0.0001065125,0.0005050223,0.0003990752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003877738,0.0002526707,0.009623098,0.002132888,0.00006071985,0.004972924,0.001212226,0.0001704414,0.00264938,0.08752587,0.2412558,0.6497563],"study_design_scores_gemma":[0.00002297904,0.00008367705,0.004596382,0.001257744,0.00004001799,0.01081105,0.002832315,0.00005384855,0.000173745,0.0155333,0.9645612,0.00003371756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00583349,0.7584397,0.0008558825,0.148838,0.03524866,0.00001867096,0.00009436726,0.0001061637,0.05056517],"genre_scores_gemma":[0.1381968,0.6030679,0.002518484,0.09749903,0.0514873,0.00003885167,0.000249006,0.000063949,0.1068788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01275671,"threshold_uncertainty_score":0.04267544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378801319396116,"score_gpt":0.2644790097714841,"score_spread":0.2506909965775229,"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."}}