{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017899,0.001131047,0.0007556544,0.001085493,0.001132503,0.001984415,0.001149675,0.003245197,0.1195922],"category_scores_gemma":[0.003019515,0.0002885839,0.00084206,0.0006148533,0.0006240309,0.002401032,0.001925665,0.005252913,0.05023497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007341313,"about_ca_system_score_gemma":0.0009937561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003881,"about_ca_topic_score_gemma":0.003230131,"domain_scores_codex":[0.9991753,0.0001806393,0.00007415756,0.0001136497,0.0003847869,0.00007145823],"domain_scores_gemma":[0.9982976,0.0004617093,0.0001096762,0.00005513111,0.0005497086,0.0005261418],"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":[0.00006339458,0.0002918439,0.0003125269,0.001106639,0.00001148535,0.0005375539,0.0002121363,0.00009427829,0.0007266652,0.002223495,0.6398773,0.3545427],"study_design_scores_gemma":[0.0000136871,0.0001165388,0.0004596628,0.0009083959,0.00000629421,0.002319157,0.00008573994,0.00003063836,0.0000604033,0.001392127,0.9945962,0.00001125325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003026433,0.3401102,0.01075007,0.1290913,0.1258538,0.0008313469,0.001027723,0.001606122,0.387703],"genre_scores_gemma":[0.01279335,0.3491393,0.02195166,0.1198431,0.08700745,0.0008386312,0.001413708,0.0004836147,0.4065293],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1195922,"threshold_uncertainty_score":0.4000756,"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."}}