{"id":"W4297878627","doi":"10.1007/s13555-022-00811-0","title":"Unmet Need in People with Psoriasis and Skin of Color in Canada and the United States","year":2022,"lang":"en","type":"review","venue":"Dermatology and Therapy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); EVERSANA (Canada); Probity Medical Research; Health Sciences Centre; Sunnybrook Health Science Centre; Canadian Institute for Energy Training; Women's College Hospital; University of Toronto","funders":"Janssen Canada","keywords":"Psoriasis; Medicine; Ethnic group; Incidence (geometry); Family medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869759,0.0002766895,0.001386044,0.0002656084,0.0001025362,0.000005085425,0.000118586,0.0002146532,0.00007511857],"category_scores_gemma":[0.00001121625,0.0001622304,0.00004212271,0.0003938217,0.000299333,0.00002147044,0.0000519298,0.0002734248,5.107389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004176918,"about_ca_system_score_gemma":0.0003394909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4163744,"about_ca_topic_score_gemma":0.6159803,"domain_scores_codex":[0.9980233,0.001092923,0.0003684146,0.0002585353,0.00002549957,0.0002313659],"domain_scores_gemma":[0.9982904,0.001316201,0.000205481,0.0001615162,0.00001089955,0.00001551458],"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":[0.002128934,0.0001424789,0.04876369,0.001369996,0.001950211,0.0001571411,0.003470686,0.000002421371,0.000001842318,0.001272183,0.0002007883,0.9405396],"study_design_scores_gemma":[0.01115878,0.0001394778,0.006739686,0.0003535617,0.0004169874,0.001475217,0.001509246,0.000005130968,0.00003298581,0.0001386441,0.9776719,0.0003583282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3429867,0.6563606,1.886922e-7,0.00009458877,0.00007630997,0.0003877463,0.00007342554,0.000003603755,0.00001684248],"genre_scores_gemma":[0.02611705,0.9730579,0.000004767103,0.0001334685,0.000002837883,0.0002084628,0.0004291974,0.00001560603,0.00003077012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774712,"threshold_uncertainty_score":0.6615563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553583402559639,"score_gpt":0.2354472724054397,"score_spread":0.2199114383798433,"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."}}