{"id":"W4412352599","doi":"10.1089/derm.2025.98810.abstract","title":"ACDS 36 <sup>th</sup> Annual Meeting Orlando, Florida March 6, 2025","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Aeronautics; Engineering","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":[],"category_scores_codex":[0.000498971,0.0001620901,0.0004364554,0.000160169,0.0001472958,0.00003285084,0.0002115624,0.00019973,0.002301249],"category_scores_gemma":[0.001096037,0.0001116846,0.0001299118,0.0005275144,0.0001681006,0.00006313634,0.000226607,0.0005173504,0.0005064047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006219006,"about_ca_system_score_gemma":0.0001906018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001884016,"about_ca_topic_score_gemma":0.00001260376,"domain_scores_codex":[0.998074,0.0001518631,0.0004096865,0.0003094966,0.0005247931,0.000530144],"domain_scores_gemma":[0.9987919,0.0004299628,0.00003683819,0.0002737569,0.00017121,0.0002963108],"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":[0.0001342107,0.0001915644,0.04759133,0.0007934423,0.0001856712,0.00061484,0.0002676304,0.000006963031,0.0005713316,0.001027085,0.7773497,0.1712662],"study_design_scores_gemma":[0.002466656,0.0002980265,0.1745793,0.0007779713,0.00006756761,0.0001007115,0.0004282009,0.003333365,0.001838362,0.0008239834,0.8150563,0.0002295993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6530434,0.002377191,0.001007079,0.1032438,0.0004032595,0.001005611,0.000148042,0.0002820409,0.2384895],"genre_scores_gemma":[0.9621791,0.0008299558,0.000907007,0.01223258,0.0006411351,0.00007618496,0.0001813069,0.00001347873,0.02293921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3091357,"threshold_uncertainty_score":0.9986108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211285434138655,"score_gpt":0.3121757403253443,"score_spread":0.2910471969114788,"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."}}