{"id":"W2059140970","doi":"10.1016/j.fsc.2009.11.008","title":"The New “Genetico-Racial” Skin Classification: Maximizing the Safety of Skin Treatments for Asians","year":2010,"lang":"en","type":"review","venue":"Facial Plastic Surgery Clinics of North America","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Institute of Cosmetic and Laser Surgery; McGill University","funders":"","keywords":"Medicine; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006428974,0.0004776868,0.002284801,0.0002097491,0.000368705,0.00002982053,0.0003713353,0.0003099313,0.00006331206],"category_scores_gemma":[0.005891147,0.0002800342,0.001600298,0.0006972323,0.0004786787,0.00003568219,0.00006788721,0.0006918419,0.00003361467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006971785,"about_ca_system_score_gemma":0.001858874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004375105,"about_ca_topic_score_gemma":0.00008236361,"domain_scores_codex":[0.9961969,0.0002143855,0.002185131,0.0004851444,0.0004915273,0.0004268983],"domain_scores_gemma":[0.9798397,0.0165676,0.002350032,0.000804095,0.0002403563,0.0001982079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002484354,0.000121028,0.001018947,0.0008628951,0.000501284,0.000002124715,0.0000775763,0.000004346505,3.352884e-7,0.000008205073,0.001032331,0.9961225],"study_design_scores_gemma":[0.0003919037,0.0001547005,0.005869844,0.001846512,0.001942213,0.00001862588,0.00006384584,0.00006501551,0.000002127206,0.00001424003,0.9894034,0.0002275239],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006164965,0.9739851,0.01002314,0.0006608226,0.008381575,0.004907881,0.0008127713,0.00009603507,0.000516216],"genre_scores_gemma":[0.0005987184,0.9965503,0.0006020002,0.0000682364,0.00101456,0.0002248263,0.0003802665,0.00008296489,0.0004781578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995895,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0711962878038223,"score_gpt":0.3547966745813705,"score_spread":0.2836003867775482,"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."}}