{"id":"W4226108934","doi":"10.12968/joan.2022.11.3.110","title":"An introduction to treating rosacea","year":2022,"lang":"en","type":"article","venue":"Journal of Aesthetic Nursing","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Rosacea; Medicine; Dermatology; Metronidazole; Azelaic acid; Erythema; Melasma; Clarithromycin; Ivermectin; Antibiotics; Acne; Helicobacter pylori; Internal medicine; Microbiology; Veterinary medicine","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":[0.0002769207,0.00007262648,0.0001929008,0.000152178,0.0002271068,0.00001636467,0.0000476575,0.00001652731,0.0001080735],"category_scores_gemma":[0.00001252879,0.00005403228,0.00008024899,0.0001623452,0.00001632539,0.00008042027,0.000006762561,0.000178282,0.000002779946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359301,"about_ca_system_score_gemma":0.00005951741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003191415,"about_ca_topic_score_gemma":1.218672e-7,"domain_scores_codex":[0.999247,0.00006142483,0.0002040701,0.0000949911,0.0002574054,0.0001350742],"domain_scores_gemma":[0.9995331,0.000006308942,0.0001262468,0.0001215622,0.00005872244,0.0001540132],"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":[0.001513811,0.002248157,0.004091552,0.0000160358,0.00006317714,0.0005519791,0.007789297,0.006851147,0.02942031,0.0002239548,0.02457947,0.9226511],"study_design_scores_gemma":[0.0290249,0.1688125,0.05972822,0.002164861,0.003995272,0.1849234,0.05279877,0.008670505,0.04038171,0.002694804,0.4451164,0.00168867],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769191,0.0002071637,0.0004031809,0.02139642,0.0006022962,0.0001045793,5.942255e-7,0.00001092624,0.0003557306],"genre_scores_gemma":[0.9955345,0.000003778155,0.003135885,0.0002913904,0.0007120054,0.00000194092,0.00000269535,0.0000143692,0.000303394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9209625,"threshold_uncertainty_score":0.2203373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008314691224114858,"score_gpt":0.3029557326233867,"score_spread":0.2946410413992718,"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."}}