{"id":"W2888260959","doi":"10.12788/j.sder.2018.025","title":"Advances in Acne and Rosacea Therapy","year":2018,"lang":"en","type":"article","venue":"Seminars in Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Rosacea; Papulopustular; Acne; Dermatology; Isotretinoin; Propionibacterium acnes; Intensive care medicine","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":[0.0003205422,0.0001833682,0.0005505216,0.0002621014,0.00006315352,0.000006062377,0.00002542766,0.0001050144,0.0000878408],"category_scores_gemma":[0.0001456849,0.0001177113,0.0000292261,0.0002515437,0.0003620483,0.00007935912,0.00001931943,0.0001446317,0.000003713895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002499524,"about_ca_system_score_gemma":0.0000383613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014692,"about_ca_topic_score_gemma":0.00008522926,"domain_scores_codex":[0.9989306,0.00004089919,0.0002728927,0.0002968203,0.0001594965,0.0002992327],"domain_scores_gemma":[0.9990948,0.0005450936,0.00004911805,0.0001508499,0.00002778511,0.0001323724],"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":[0.0007519735,0.0001551178,0.4910907,0.0001109663,0.0000206866,0.003278368,0.002241327,3.732314e-7,0.0007698353,0.00002078259,0.005402909,0.4961569],"study_design_scores_gemma":[0.01932542,0.01505208,0.1777141,0.02205056,0.0002986173,0.02435621,0.01119175,0.001552759,0.004952548,0.003873198,0.7176016,0.002031173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347919,0.0585216,0.000002998812,0.002135451,0.0002054948,0.0002149231,0.000001095545,0.00002169008,0.004104882],"genre_scores_gemma":[0.8665954,0.1311531,0.00006330784,0.001373227,0.0002700293,0.00001018089,0.000009640501,0.00001510861,0.0005100121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7121987,"threshold_uncertainty_score":0.4800127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839291543574725,"score_gpt":0.3001205988335514,"score_spread":0.2817276833978042,"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."}}