{"id":"W3207589187","doi":"10.2340/actadv.v101.356","title":"The Importance of Assessing Burning and Stinging when Managing Rosacea: A Review","year":2021,"lang":"en","type":"review","venue":"Acta Dermato Venereologica","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; Western University","funders":"Cilag; Genentech; LEO Pharma; NeraCare; Regeneron Pharmaceuticals; Sun Pharma; Eli Lilly and Company; Galderma; Sanofi; Bayer HealthCare; Incyte; Dermira; Celgene; Amgen; Pfizer","keywords":"Rosacea; Dermatology; Signs and symptoms; Medicine; Adverse effect; Intensive care medicine; Surgery; Pharmacology","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":[0.001397757,0.0008574292,0.002233793,0.004123961,0.0004204552,0.001867318,0.000956806,0.001536527,0.003816533],"category_scores_gemma":[0.005637673,0.0003833749,0.001539868,0.003418921,0.0004792283,0.002057216,0.0007222865,0.001453229,0.0006959069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008547783,"about_ca_system_score_gemma":0.003049645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274835,"about_ca_topic_score_gemma":0.005867424,"domain_scores_codex":[0.9990585,0.0002425949,0.0002851173,0.00010304,0.000266201,0.00004452531],"domain_scores_gemma":[0.9966201,0.002434643,0.0003803817,0.00004015725,0.0004570983,0.00006762975],"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":[0.0001020092,0.00005705118,0.0004148941,0.2123749,0.0004961751,0.000293161,0.0002387914,0.0002411267,0.0005238762,0.001161095,0.02224426,0.7618525],"study_design_scores_gemma":[0.00005509197,0.0001633237,0.003576751,0.2584246,0.002468931,0.003386219,0.0004924678,0.0001668352,0.0003127937,0.002110134,0.7287908,0.0000521201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005434717,0.9993232,0.00004006446,0.0002005151,0.0001323941,0.00000726667,0.00001319979,0.000002218954,0.0002267859],"genre_scores_gemma":[0.0005339487,0.9989247,0.0001654907,0.0001840599,0.00008306417,0.00000848986,0.00001547167,9.328731e-7,0.00008376333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004123961,"threshold_uncertainty_score":0.01276761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318446240494698,"score_gpt":0.3662684654607968,"score_spread":0.3130840030558498,"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."}}