{"id":"W4200180357","doi":"10.1097/der.0000000000000813","title":"Three-Year Assessment of Diversity and Skin of Color Content in <i>Dermatitis</i>","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Skin color; Content (measure theory); Skin colour","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008167805,0.0002234441,0.0002692236,0.001109739,0.0007253198,0.0006246798,0.0002626109,0.0005249573,0.001304643],"category_scores_gemma":[0.001522967,0.000129417,0.0005659061,0.0005625112,0.0002927328,0.0006950026,0.0006988351,0.0006847193,0.0003322221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361545,"about_ca_system_score_gemma":0.000219354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009664509,"about_ca_topic_score_gemma":0.009794289,"domain_scores_codex":[0.9996225,0.00008202093,0.00003313639,0.00007672385,0.00007710505,0.0001085715],"domain_scores_gemma":[0.9986928,0.000136139,0.0003585942,0.00007069489,0.0003669065,0.000374843],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492755,0.0008225672,0.9812537,0.00002323562,0.00007671509,0.0003967732,0.00100221,0.0001294359,0.004208528,0.00003281632,0.0002205514,0.0103408],"study_design_scores_gemma":[0.000002702963,0.0006502335,0.9980084,0.00000209363,0.00001460294,0.0002358473,0.0004762534,0.00007341481,0.0003161752,0.00001267154,0.0002011417,0.00000641918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989575,0.00006654719,0.0000677191,0.00002190798,0.000003469948,0.00001667032,0.0001123602,0.000005489164,0.000748279],"genre_scores_gemma":[0.9992242,0.00003060305,0.00006063432,0.00001567027,0.000003039831,0.000007399075,0.0001587811,0.000001390026,0.0004982923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991832,"threshold_uncertainty_score":0.01921648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798638899083022,"score_gpt":0.2711782815689263,"score_spread":0.2431918925780961,"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."}}