{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006614635,0.001142122,0.0005644135,0.0008270804,0.00109384,0.002258498,0.0005547886,0.002316845,0.2954194],"category_scores_gemma":[0.0008272865,0.0002093337,0.0009955135,0.0003089584,0.0002814464,0.0004914477,0.0008414335,0.001914436,0.1222943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024322,"about_ca_system_score_gemma":0.0008111023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717313,"about_ca_topic_score_gemma":0.02900289,"domain_scores_codex":[0.9996569,0.00003535278,0.00001796996,0.00004610969,0.000169201,0.00007435161],"domain_scores_gemma":[0.9995203,0.00004257527,0.00003081713,0.00001447316,0.0002649317,0.0001269398],"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":[0.0003223609,0.00009580234,0.0009096307,0.0001859798,0.00003216596,0.0001954362,0.00001241545,0.00009395213,0.001425862,0.0002361294,0.9278163,0.06867402],"study_design_scores_gemma":[0.00005930009,0.0001144726,0.00384672,0.0002326806,0.0000329505,0.0001422895,0.00005084342,0.0002181811,0.0005747236,0.0001433151,0.9945741,0.0000102973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007616926,0.01598151,0.001757524,0.02580047,0.07755798,0.000750922,0.006016079,0.001094199,0.8634245],"genre_scores_gemma":[0.006661755,0.005569255,0.0007861882,0.003771609,0.009396274,0.0001713545,0.00186361,0.0001499989,0.97163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7045805,"threshold_uncertainty_score":0.9882764,"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."}}