{"id":"W4404489452","doi":"10.1155/dth/9678447","title":"Pharmaceutical Management of Rosacea—An Australian/New Zealand Medical Dermatology Consensus Narrative","year":2024,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; Incyte; Dermira; Genentech; Valeant Pharmaceuticals International; Argenx; Celgene; Biogen; Sun Pharma; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Galderma; AstraZeneca; Eli Lilly and Company; Amgen","keywords":"Medicine; Rosacea; Dermatology; Consensus conference; MEDLINE; Family medicine; Acne; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001189891,0.0002428211,0.0005106221,0.00009666591,0.00006890068,0.00001979934,0.0001177772,0.0002552685,0.001182948],"category_scores_gemma":[0.000007600237,0.0001505379,0.0001434082,0.0001928524,0.0002231844,0.00004573687,0.00002965614,0.0002589251,0.00007869038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255825,"about_ca_system_score_gemma":0.0001404803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002788336,"about_ca_topic_score_gemma":0.000002181859,"domain_scores_codex":[0.9984872,0.0001255853,0.0003535926,0.0003462111,0.0003256724,0.0003617521],"domain_scores_gemma":[0.9992008,0.0001064335,0.00004647241,0.0002334808,0.00003233693,0.0003805198],"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":[0.003794775,0.003288592,0.04735769,0.001886885,0.007986589,0.09154789,0.01292654,0.00001571383,0.003180974,0.01727662,0.5973985,0.2133392],"study_design_scores_gemma":[0.01990999,0.001960915,0.01319555,0.001298025,0.0008303513,0.02871102,0.003594072,0.002890805,0.0504519,0.002606578,0.8736873,0.0008635035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583584,0.004867689,0.000068227,0.03432143,0.0004010889,0.0005552563,0.000008980435,0.0002110873,0.001207831],"genre_scores_gemma":[0.9915749,0.001926608,0.0005880878,0.001627014,0.00007659383,0.00002507358,0.00005010606,0.00002295422,0.00410867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2762887,"threshold_uncertainty_score":0.9997301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657805775355828,"score_gpt":0.3828973943460255,"score_spread":0.3363193365924672,"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."}}