{"id":"W3204604513","doi":"10.1002/der2.88","title":"Rosacea treatments: Current standards and additional options","year":2021,"lang":"en","type":"article","venue":"Dermatological Reviews","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; University of Windsor; Western University","funders":"","keywords":"Rosacea; Medicine; Psychosocial; Adverse effect; Intensive care medicine; Psychological intervention; Dermatology; Clinical trial; Disease; Quality of life (healthcare); Pathology; Psychiatry; Acne; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008322826,0.0001476107,0.000463555,0.00002088992,0.0001302614,0.00002139667,0.00002144943,0.00006348385,0.004292537],"category_scores_gemma":[0.0002691954,0.00008275178,0.0001513979,0.0001108694,0.0000593445,0.00004994537,0.00003646929,0.0001079175,0.0001423608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000488862,"about_ca_system_score_gemma":0.00008409102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.015865e-7,"about_ca_topic_score_gemma":8.194265e-7,"domain_scores_codex":[0.9990775,0.00009880098,0.0002386088,0.0002396166,0.0001727688,0.0001727119],"domain_scores_gemma":[0.9994552,0.00007395574,0.00005074165,0.0001578821,0.00008058548,0.0001816266],"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":[0.00005532814,0.001490982,0.01155697,0.0004983128,0.0002044893,0.001262917,0.00005718953,3.594623e-7,0.0001208432,0.00421555,0.6110113,0.3695257],"study_design_scores_gemma":[0.000875841,0.00008475068,0.01145837,0.0003257799,0.0001964963,0.0008214334,0.00001090611,0.00002280326,0.00009864695,0.000216964,0.9857976,0.00009041499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1445734,0.8240913,0.0009389364,0.007978537,0.0004400333,0.001923828,0.002690717,0.0001923978,0.01717088],"genre_scores_gemma":[0.2600151,0.7007974,0.01240527,0.008625668,0.0005577591,0.001330523,0.01039157,0.00005774974,0.005818893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3747863,"threshold_uncertainty_score":0.9966177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650599380497838,"score_gpt":0.3688676308209632,"score_spread":0.3223616370159849,"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."}}