{"id":"W4406899404","doi":"10.12968/joan.2025.0002","title":"Ingredient focus: <i>azelaic acid (AA)</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Aesthetic Nursing","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Azelaic acid; Ingredient; Focus (optics); Active ingredient; Chemistry; Medicine; Pharmacology; Organic chemistry; Food science; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987125,0.0001074864,0.0003019191,0.0001833219,0.00009141617,0.00002002463,0.00005903108,0.00006330648,0.00002064829],"category_scores_gemma":[0.00002303892,0.00006972586,0.0001751797,0.0001753383,0.00006315301,0.00006598969,0.000008488214,0.0002009335,0.000008896601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487525,"about_ca_system_score_gemma":0.0001435007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002570515,"about_ca_topic_score_gemma":2.603506e-7,"domain_scores_codex":[0.9992026,0.000029775,0.0002993522,0.00008637432,0.0002010697,0.0001807901],"domain_scores_gemma":[0.9994893,0.00001503367,0.0001486583,0.0001255998,0.0001107207,0.0001106557],"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":[0.0007585481,0.001341518,0.005342589,0.00007135097,0.0001890627,0.0007678451,0.001400828,0.0000161071,0.007227471,0.0009210669,0.04281036,0.9391533],"study_design_scores_gemma":[0.06238602,0.02702215,0.05564926,0.07122782,0.0101491,0.05374591,0.007970207,0.001186821,0.2678268,0.04267722,0.398494,0.001664626],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417548,0.009023321,0.002382486,0.01999778,0.001482996,0.0001952635,6.600004e-7,0.00002136254,0.0251413],"genre_scores_gemma":[0.9968497,0.0001622045,0.001415656,0.0005022091,0.0001335834,7.919997e-7,6.476433e-7,0.000009897982,0.0009252764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9374886,"threshold_uncertainty_score":0.2843338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00615458940516686,"score_gpt":0.2963609619529216,"score_spread":0.2902063725477547,"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."}}