{"id":"W4390116514","doi":"10.1016/j.clindermatol.2023.12.004","title":"HIV: Inflammatory dermatoses","year":2023,"lang":"en","type":"article","venue":"Clinics in Dermatology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pityriasis rubra pilaris; Seborrheic dermatitis; Medicine; Dermatology; Atopic dermatitis; Folliculitis; Etiology; Psoriasis; Human immunodeficiency virus (HIV); Immunology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001953766,0.0001784011,0.0005364186,0.0004288048,0.00005851633,0.000009077551,0.0002050115,0.0002687939,0.0001709506],"category_scores_gemma":[0.00100071,0.0001797666,0.0001379461,0.0005156028,0.0002358955,0.00006185586,0.000191661,0.0003545254,0.003817001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004471027,"about_ca_system_score_gemma":0.0002933794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002545761,"about_ca_topic_score_gemma":0.000004910542,"domain_scores_codex":[0.9981587,0.0001130679,0.0007376422,0.000320449,0.0001787732,0.0004914037],"domain_scores_gemma":[0.9984875,0.0006020839,0.0001249965,0.0005928428,0.00006248212,0.0001300819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008540369,0.0001437354,0.943706,0.0002099656,0.00004037894,0.004878134,0.0002298963,0.00002365157,0.00007354125,0.001854378,0.04755339,0.001201547],"study_design_scores_gemma":[0.003318684,0.0000449012,0.8585508,0.0001936159,0.00007308662,0.002795999,0.0005472591,0.002603322,0.0007846529,0.004616387,0.1261419,0.0003293384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887267,0.00100496,0.00002216432,0.004095539,0.0004796789,0.000327827,0.000006694176,0.0005728562,0.0047636],"genre_scores_gemma":[0.9960636,0.0005279294,0.0001906477,0.002016501,0.00006348472,0.00007057824,0.00008659515,0.00004777741,0.0009329232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08515514,"threshold_uncertainty_score":0.9969586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440764307165501,"score_gpt":0.3336752904431026,"score_spread":0.3092676473714476,"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."}}