{"id":"W4407922735","doi":"10.1177/12034754251322882","title":"Skin of Colour Education Initiatives Among Dermatology Residents: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; University of Toronto","funders":"","keywords":"Medicine; Dermatology; Narrative review; Sunscreening Agents; Narrative; Skin cancer; Intensive care 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":[0.002861142,0.0006116233,0.001577632,0.003922977,0.0004647052,0.001753174,0.001195479,0.001230982,0.003162523],"category_scores_gemma":[0.0191108,0.0003404006,0.00139602,0.005921454,0.000556351,0.001748928,0.0009432408,0.0007377052,0.0002593822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140136,"about_ca_system_score_gemma":0.005283291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001659,"about_ca_topic_score_gemma":0.004631386,"domain_scores_codex":[0.9975576,0.0009211313,0.0008217944,0.0002063585,0.000404779,0.00008825723],"domain_scores_gemma":[0.9810247,0.01504969,0.002734374,0.0001464382,0.0008104939,0.0002343524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000205762,0.00007598978,0.001873186,0.8261108,0.001152269,0.0004756088,0.001412027,0.0001000176,0.0002130692,0.0006168656,0.005441822,0.1623226],"study_design_scores_gemma":[0.00009713248,0.0002834754,0.008533608,0.9143787,0.006646583,0.001829049,0.002133359,0.0000621365,0.0002986799,0.0003185799,0.06538838,0.00003030395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002308703,0.9962925,0.00007136877,0.0003950924,0.00009909215,0.00005923544,0.00009859274,0.000004246266,0.0006711151],"genre_scores_gemma":[0.01781604,0.9811558,0.0002390662,0.0004227335,0.0001063617,0.0001169917,0.00006530435,0.000002270491,0.00007546349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003922977,"threshold_uncertainty_score":0.01513135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162054418308744,"score_gpt":0.3859290678954996,"score_spread":0.3443085237124122,"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."}}