{"id":"W4395114606","doi":"10.1089/derm.2024.29031.abstracts","title":"ACDS Annual Meeting Abstracts March 7, 2024, San Diego, California","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004209157,0.0001298249,0.0002429616,0.00009884415,0.00007568044,0.00005429403,0.0001063953,0.0001489151,0.008253536],"category_scores_gemma":[0.0004346,0.00008084761,0.000108432,0.0002783715,0.0001293361,0.00005991787,0.0001002038,0.0005307586,0.002751854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004791619,"about_ca_system_score_gemma":0.000106214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526742,"about_ca_topic_score_gemma":0.00004572251,"domain_scores_codex":[0.9984013,0.000063135,0.0003282822,0.00025821,0.0005234152,0.0004256102],"domain_scores_gemma":[0.9991047,0.0002755552,0.00002032646,0.0001506276,0.00006663676,0.0003820996],"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":[0.0000138136,0.00008716463,0.004204243,0.0008332898,0.00007693731,0.002398805,0.0001517923,0.000001286588,0.001639426,0.0001365373,0.8760188,0.114438],"study_design_scores_gemma":[0.0002770564,0.0001883831,0.0682871,0.0005651195,0.0000296713,0.0003601343,0.0001185475,0.0009033431,0.001555828,0.000326619,0.9272527,0.0001355408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6895354,0.00640171,0.0002124993,0.05148075,0.0008531071,0.0006773919,0.0006132431,0.0004746112,0.2497513],"genre_scores_gemma":[0.9882391,0.0003191038,0.0004302854,0.003052942,0.0006972158,0.00002587757,0.0001317529,0.00001630789,0.007087408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2987037,"threshold_uncertainty_score":0.9980246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815781741952757,"score_gpt":0.3179146541946305,"score_spread":0.2897568367751029,"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."}}