{"id":"W2530767409","doi":"10.1111/bjd.15122","title":"Updating the diagnosis, classification and assessment of rosacea: 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":280,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Galderma","keywords":"Rosacea; Chemistry; Dermatology; 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":[0.07013542,0.0009898103,0.001439394,0.004584767,0.00330425,0.003040666,0.005802119,0.008574919,0.003153891],"category_scores_gemma":[0.0916116,0.0007052224,0.002276273,0.002350126,0.003237418,0.003524333,0.005575818,0.01106227,0.002413841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005846878,"about_ca_system_score_gemma":0.02757779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054033,"about_ca_topic_score_gemma":0.02330418,"domain_scores_codex":[0.9545201,0.02260952,0.009240128,0.001283273,0.01032808,0.002018905],"domain_scores_gemma":[0.8592549,0.04104107,0.008783774,0.00299788,0.07755322,0.01036919],"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":[0.000158022,0.0003456403,0.01050111,0.004099227,0.0001098518,0.000850385,0.004408923,0.0009229525,0.001972462,0.004672647,0.5422651,0.4296938],"study_design_scores_gemma":[0.0002930208,0.0003706006,0.03925082,0.03154071,0.0003849512,0.002724684,0.01290014,0.002680823,0.001480425,0.01876837,0.8892771,0.0003283502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01253974,0.04239548,0.02201504,0.8817385,0.01390952,0.002825083,0.0009630685,0.0004305141,0.02318296],"genre_scores_gemma":[0.2287523,0.09451559,0.4461615,0.1880364,0.01061397,0.007847344,0.005840559,0.0005281393,0.01770409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07013542,"threshold_uncertainty_score":0.370916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693367658517458,"score_gpt":0.3225194178543295,"score_spread":0.2855857412691549,"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."}}