{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002803539,0.0006650701,0.0004184333,0.000927688,0.0004475255,0.0009127937,0.0004883666,0.001682131,0.1178601],"category_scores_gemma":[0.0006608923,0.0001036593,0.0005242619,0.0003508484,0.0001942309,0.0007398359,0.0007443108,0.001114333,0.02593317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796612,"about_ca_system_score_gemma":0.0004408701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907735,"about_ca_topic_score_gemma":0.001754279,"domain_scores_codex":[0.9998173,0.00002324976,0.00002174614,0.0000286912,0.00008108008,0.00002803897],"domain_scores_gemma":[0.9997873,0.00003843869,0.00005246166,0.000007659681,0.00006580367,0.00004837758],"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":[0.003437031,0.000796227,0.0007938432,0.006744566,0.00006920607,0.0009372422,0.0001245357,0.0000832021,0.102033,0.003126757,0.2425348,0.6393196],"study_design_scores_gemma":[0.0003145381,0.001562032,0.002367494,0.00106532,0.0001137955,0.001069211,0.0001099139,0.00009858353,0.02907255,0.0006603161,0.9635379,0.00002829277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06176212,0.0894753,0.01082022,0.02656353,0.0224983,0.002432491,0.003927455,0.002633233,0.7798874],"genre_scores_gemma":[0.1487577,0.0805704,0.02853573,0.04319893,0.009534445,0.001186473,0.003547424,0.0009920188,0.683677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178601,"threshold_uncertainty_score":0.3942814,"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."}}