{"id":"W4388819352","doi":"10.1097/asw.0000000000000065","title":"Rosacea: Clinical Aspects and Treatments","year":2023,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Rosacea; Medicine; Dermatology; Rhinophyma; Psychosocial; Nose; Epidemiology; Disease; Erythema; Intensive care medicine; Pathology; Surgery","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":[0.00009015283,0.0001524743,0.0003211333,0.00008172421,0.0000853485,0.0000151101,0.00004024693,0.000097862,0.00002491213],"category_scores_gemma":[0.00004214109,0.0001082053,0.00007852668,0.0002731518,0.0000873508,0.0001372357,0.00004626534,0.0001345971,0.00009562753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000699158,"about_ca_system_score_gemma":0.00003884368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249728,"about_ca_topic_score_gemma":0.0000948446,"domain_scores_codex":[0.9990012,0.00003705858,0.000205633,0.0003311885,0.0001570779,0.0002678353],"domain_scores_gemma":[0.9994907,0.0001206556,0.00003975124,0.0002035475,0.00002909259,0.0001161974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940901,0.0002229779,0.6881065,0.0002091176,0.0001106204,0.001357444,0.001433586,0.00004217614,0.00001532348,0.0002699686,0.0008593646,0.3071789],"study_design_scores_gemma":[0.008586915,0.001929427,0.8151608,0.0003857914,0.0002398641,0.00007509127,0.004235185,0.0001172458,0.0002667174,0.001137416,0.1675303,0.0003352811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699636,0.0164175,0.000004138824,0.0002037508,0.0004126756,0.0003970207,0.00001056485,0.00008120546,0.01250958],"genre_scores_gemma":[0.9887864,0.008985321,0.0001631436,0.0001991796,0.0001827794,0.00004318131,0.00007778456,0.00001922886,0.001543001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068435,"threshold_uncertainty_score":0.4412485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572679178028394,"score_gpt":0.3754510573954585,"score_spread":0.3597242656151746,"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."}}