{"id":"W4236070974","doi":"10.4172/plastic-surgery.1000678","title":"The new Genetico-Racial Skin Classification: How to maximize the safety of any peel or laser treatment on any Asian, Caucasian or Black patient","year":2011,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute of Cosmetic and Laser Surgery; Université de Sherbrooke","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004907275,0.0005824027,0.0005249432,0.001076567,0.00120962,0.001376172,0.0009231512,0.001271741,0.003807488],"category_scores_gemma":[0.01162827,0.0001700103,0.0003408127,0.0005245256,0.001454373,0.002833589,0.001208137,0.002293233,0.002409668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009562565,"about_ca_system_score_gemma":0.003084293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021336,"about_ca_topic_score_gemma":0.007197596,"domain_scores_codex":[0.9979222,0.0008384411,0.0002798931,0.0001355711,0.0007217464,0.0001020656],"domain_scores_gemma":[0.9970236,0.0006592902,0.0004951167,0.0001859763,0.001052195,0.0005836828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001507973,0.0001355452,0.01912734,0.0004119318,0.00003308161,0.0003677365,0.0003970716,0.0005451363,0.001400935,0.01167178,0.304001,0.6617576],"study_design_scores_gemma":[0.0001051924,0.0008824781,0.06616989,0.00207027,0.000178985,0.01212596,0.002794564,0.00433187,0.00278833,0.04793304,0.8603779,0.0002414649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04887693,0.05162206,0.1795639,0.5751715,0.02657579,0.0008485413,0.001500706,0.001580265,0.1142604],"genre_scores_gemma":[0.3155596,0.05029838,0.5222104,0.06189182,0.01340549,0.001436597,0.001520227,0.0008201011,0.03285743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004907275,"threshold_uncertainty_score":0.02595252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609421639280569,"score_gpt":0.2530121418557167,"score_spread":0.1920699779276598,"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."}}