{"id":"W2889778724","doi":"10.12788/j.sder.2018.027","title":"Treating Acne in Patients With Skin of Color","year":2018,"lang":"en","type":"article","venue":"Seminars in Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Acne; Dermatology; Hyperpigmentation; Skin type; Skin hyperpigmentation","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":[0.000221857,0.0001534064,0.0006031446,0.0002756653,0.00003617195,0.000002067711,0.00002490756,0.00008387925,0.00007244178],"category_scores_gemma":[0.0001776905,0.00009201322,0.00002920661,0.0003223622,0.0002636416,0.00003370671,0.0000162403,0.0001020485,0.000001951901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838262,"about_ca_system_score_gemma":0.00005151622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002841161,"about_ca_topic_score_gemma":0.00009449985,"domain_scores_codex":[0.9989634,0.00003394792,0.0003298274,0.0002164555,0.0002114944,0.0002449234],"domain_scores_gemma":[0.9991164,0.000486047,0.00009364663,0.0001500386,0.00006478249,0.00008911883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141648,0.0002932941,0.9588289,0.0001149626,0.00003369831,0.0006458322,0.001566219,6.147202e-7,0.0001058598,0.000004444234,0.002148611,0.03511593],"study_design_scores_gemma":[0.009311581,0.01147436,0.9581667,0.01190354,0.0002648518,0.0007849391,0.0024779,0.0002731818,0.001676173,0.00006847044,0.003166809,0.0004315164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963267,0.0006781922,0.000001679574,0.000314461,0.00008066749,0.0002603582,0.000002378815,0.00001025309,0.002325243],"genre_scores_gemma":[0.9986276,0.000419012,0.0001413157,0.0003102883,0.0001038027,0.000007380824,0.00002753158,0.00001547295,0.0003475678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03468442,"threshold_uncertainty_score":0.375219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009400209080976257,"score_gpt":0.2508003132616368,"score_spread":0.2414001041806606,"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."}}