{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520151,0.0004325195,0.0006801352,0.001198663,0.0005543491,0.001806865,0.0004608659,0.0009133514,0.003953101],"category_scores_gemma":[0.001429894,0.0001569958,0.0004487227,0.00118947,0.0009286468,0.001401915,0.0008207365,0.001602805,0.0008511263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473539,"about_ca_system_score_gemma":0.0008678698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002976005,"about_ca_topic_score_gemma":0.0004507044,"domain_scores_codex":[0.9994704,0.0001296001,0.00006674144,0.00008022739,0.0001840647,0.00006902052],"domain_scores_gemma":[0.9992655,0.0001153959,0.000247804,0.00004570845,0.0002120515,0.0001136318],"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":[0.001345127,0.001841279,0.03652839,0.005110204,0.0002188059,0.002207158,0.0004007694,0.000654054,0.0328821,0.02222127,0.01033783,0.8862531],"study_design_scores_gemma":[0.000563932,0.006237353,0.3363667,0.008318466,0.001135133,0.03616177,0.00489497,0.003260069,0.03292561,0.06587502,0.504063,0.0001979663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05741885,0.8962433,0.002418093,0.01124835,0.0006659669,0.0001550619,0.0002208574,0.00009368321,0.0315358],"genre_scores_gemma":[0.5524962,0.4339865,0.003533076,0.002499038,0.002766981,0.0001826264,0.0003098243,0.00002993457,0.004195968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003953101,"threshold_uncertainty_score":0.01322442,"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."}}