{"id":"W2953512757","doi":"10.1111/bjd.18064","title":"Evidence‐based treatments for rosacea based on phenotype approach","year":2019,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rosacea; Medicine; Isotretinoin; Minocycline; Doxycycline; Dermatology; Ivermectin; Metronidazole; Acne; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385016,0.0009904989,0.002254526,0.00251809,0.0003291853,0.001434599,0.001299864,0.001621281,0.01312839],"category_scores_gemma":[0.004330505,0.0002881962,0.003910594,0.001629526,0.0003405938,0.001159411,0.0006972775,0.001774252,0.001854188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009611868,"about_ca_system_score_gemma":0.001497457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472418,"about_ca_topic_score_gemma":0.003555516,"domain_scores_codex":[0.9987815,0.0003525403,0.0003288391,0.0001220746,0.0003577995,0.00005722908],"domain_scores_gemma":[0.9978204,0.001265923,0.0004460747,0.0000470401,0.0003643173,0.00005632058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007866877,0.0002630274,0.000587439,0.3330828,0.003580359,0.0001776288,0.00006934915,0.0003022431,0.001091139,0.001909752,0.01855951,0.6395901],"study_design_scores_gemma":[0.001487247,0.001240926,0.007679539,0.5299585,0.02238586,0.001510999,0.0002270765,0.0003543824,0.001230054,0.004189055,0.4296722,0.00006417452],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003798332,0.9956227,0.0002482396,0.0009330117,0.0002622856,0.0001053524,0.0001766737,0.00001381359,0.002258128],"genre_scores_gemma":[0.007315486,0.9892974,0.001017987,0.001203452,0.0001977426,0.0001104354,0.000221027,0.000005290907,0.0006312914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01312839,"threshold_uncertainty_score":0.04391885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568559269790506,"score_gpt":0.2920631854255997,"score_spread":0.2563775927276946,"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."}}