{"id":"W4392551591","doi":"10.1177/12034754241229365","title":"Rosacea: Pathogenesis and Therapeutic Correlates","year":2024,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto","funders":"","keywords":"Rosacea; Medicine; Pathogenesis; Dermatology; Inflammasome; Immunology; Bioinformatics; Inflammation; Biology; Acne","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":[0.0003440501,0.0001357302,0.0005268183,0.0002265968,0.00006018949,0.00002035414,0.00001681309,0.00007720071,0.00008014485],"category_scores_gemma":[0.0000899102,0.00007089812,0.0001084508,0.0001240859,0.0001418567,0.00004536693,0.000008963648,0.0001790763,0.000003424468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001583998,"about_ca_system_score_gemma":0.00009234159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005640522,"about_ca_topic_score_gemma":4.346974e-7,"domain_scores_codex":[0.99915,0.00003418044,0.0003360361,0.0001167826,0.0002129961,0.0001499992],"domain_scores_gemma":[0.9987882,0.0008025523,0.00007985601,0.00006847928,0.00006409841,0.0001967657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001009438,0.0002275521,0.1343126,0.001365164,0.001888155,0.06287374,0.003253167,0.000005603546,0.01391442,0.0002928918,0.05880008,0.7220572],"study_design_scores_gemma":[0.004393482,0.009765246,0.05522161,0.01562594,0.008488348,0.5277387,0.003835697,0.003575761,0.001176094,0.002911931,0.3663453,0.0009218178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668346,0.1262883,0.00005446424,0.005872584,0.0005543499,0.00006559856,0.000001087813,0.00001760375,0.0003113771],"genre_scores_gemma":[0.9799301,0.0176566,0.00003446449,0.0009924169,0.0005506935,7.492225e-7,0.000001825819,0.00001755654,0.0008155972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7211354,"threshold_uncertainty_score":0.2891141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127654538671304,"score_gpt":0.2738008165048944,"score_spread":0.2525242711181814,"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."}}