{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251009,0.0006933748,0.0009240743,0.00192811,0.0006024661,0.001918717,0.0007581417,0.001801879,0.009195136],"category_scores_gemma":[0.002540746,0.0002073219,0.0007171486,0.00125285,0.001149224,0.00261506,0.001312915,0.004253335,0.003248558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114522,"about_ca_system_score_gemma":0.001790408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154857,"about_ca_topic_score_gemma":0.001584261,"domain_scores_codex":[0.998818,0.0003125305,0.0001263747,0.0001665744,0.0004628491,0.000113775],"domain_scores_gemma":[0.9980767,0.0007452029,0.0001945503,0.0001130072,0.0006080818,0.0002624423],"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":[0.000183072,0.0003386401,0.0008206533,0.004078647,0.00006541087,0.0005006735,0.0002096114,0.0003740478,0.003246309,0.01834246,0.04035296,0.9314874],"study_design_scores_gemma":[0.00003751375,0.0002714653,0.001441664,0.00181928,0.00006089581,0.001741411,0.0001904517,0.0002366681,0.001026356,0.009337861,0.9838136,0.00002279155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001235036,0.9724085,0.001346775,0.0114469,0.002252353,0.00001493101,0.00003737666,0.00004241797,0.0112157],"genre_scores_gemma":[0.017906,0.9623337,0.003182365,0.005158394,0.006497824,0.00002766738,0.0000833861,0.00001896292,0.004791673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009195136,"threshold_uncertainty_score":0.03076082,"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."}}