{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546011,0.0003077047,0.0007976877,0.00007884287,0.0005541117,0.000132838,0.0003313022,0.0002918039,0.00001812923],"category_scores_gemma":[0.002159886,0.0001828845,0.0002525967,0.0002531858,0.0004216165,0.0002717402,0.0001272934,0.0005356177,0.00001479741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441491,"about_ca_system_score_gemma":0.0002851972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001764651,"about_ca_topic_score_gemma":0.0001016251,"domain_scores_codex":[0.9969692,0.000619026,0.001050607,0.0003578338,0.0004593235,0.0005439935],"domain_scores_gemma":[0.9928014,0.005019472,0.001179418,0.0003782231,0.0003532338,0.0002682577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008352242,0.000609953,0.7648237,0.00005923653,0.0008573227,0.0007699355,0.0006007036,0.000002995529,0.002000899,0.0006341885,0.1921278,0.03750492],"study_design_scores_gemma":[0.004868911,0.0003451929,0.8789817,0.000965995,0.0007607576,0.01674365,0.005572674,0.0001545682,0.003287035,0.0007279244,0.08754304,0.00004852955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978028,0.00693739,0.0008324937,0.01084894,0.0005918154,0.0005236383,0.000371338,0.00003185761,0.001834553],"genre_scores_gemma":[0.9860536,0.01082711,0.001447201,0.0009523737,0.0003374357,0.00004442461,0.00009209544,0.00003549223,0.0002102247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114158,"threshold_uncertainty_score":0.7457815,"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."}}