{"id":"W2556344553","doi":"10.1111/bjd.15173","title":"Rosacea treatment update: recommendations from the global <scp>ROS</scp> acea <scp>CO</scp> nsensus ( <scp>ROSCO</scp> ) panel","year":2016,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Galderma; Dermira","keywords":"Chemistry","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":[0.01143226,0.0008677267,0.001349168,0.003205205,0.001178586,0.002883892,0.004125854,0.005738841,0.01059836],"category_scores_gemma":[0.01352488,0.0005666008,0.003465162,0.002477186,0.0006488455,0.002320973,0.002669892,0.007878138,0.007006118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152951,"about_ca_system_score_gemma":0.01440477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157382,"about_ca_topic_score_gemma":0.02715457,"domain_scores_codex":[0.9934115,0.001931481,0.001355447,0.0002628185,0.002426796,0.0006119403],"domain_scores_gemma":[0.9859762,0.00272968,0.001502709,0.0002085123,0.008170093,0.001412723],"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":[0.00009029693,0.0001866005,0.0009754897,0.003061021,0.00006097374,0.0001515229,0.0001850449,0.0002946588,0.0004125535,0.001585433,0.7733532,0.2196433],"study_design_scores_gemma":[0.0001230145,0.00006240081,0.003607962,0.0114209,0.0001735637,0.0002380185,0.0003176448,0.0001856768,0.0002119754,0.001322279,0.9823078,0.00002872287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004880741,0.2565417,0.00942794,0.5681578,0.03495446,0.003407648,0.01736036,0.001202493,0.1040669],"genre_scores_gemma":[0.03680736,0.4580428,0.1076867,0.2469166,0.01386771,0.00824797,0.05077154,0.000800578,0.07685877],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02157382,"threshold_uncertainty_score":0.06046027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276731997857802,"score_gpt":0.2835938768255624,"score_spread":0.2608265568469844,"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."}}