{"id":"W4392948365","doi":"10.1002/9781119709268.rook031","title":"HIV and the Skin","year":2024,"lang":"en","type":"other","venue":"","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Seborrhoeic dermatitis; Dermatology; Disease; Mucocutaneous zone; Seborrheic dermatitis; Psoriasis; Population; Folliculitis; Incidence (geometry); Immunology; Human immunodeficiency virus (HIV); Immune reconstitution inflammatory syndrome; Lipodystrophy; Antiretroviral therapy; Viral load; 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":["insufficient_payload"],"category_scores_codex":[0.0000511668,0.00008421833,0.0001988489,0.00005088166,0.000005626547,0.00001407748,0.00002775011,0.00008275777,0.008425987],"category_scores_gemma":[0.000007211016,0.00003656999,0.00004863251,0.00003332279,0.0001141162,0.000002188041,0.0000252608,0.00009676738,0.001058461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002119733,"about_ca_system_score_gemma":0.00001207848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165315,"about_ca_topic_score_gemma":0.00002875805,"domain_scores_codex":[0.999679,0.000006725223,0.000054514,0.0001212145,0.00007702666,0.00006150844],"domain_scores_gemma":[0.9997893,0.00001088706,0.00001193624,0.000159716,0.000002716621,0.00002541697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005184032,0.000006332841,0.00001611215,0.0001294356,0.00007729205,0.00001477904,0.00005746197,5.109893e-10,1.490836e-7,0.01755514,0.9802769,0.001861222],"study_design_scores_gemma":[0.0006701946,0.00001281053,0.00003217504,0.0001764078,0.0001060993,0.0000552909,0.00008068972,0.00000617188,3.556636e-7,0.001731274,0.9970816,0.00004691202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000889893,0.01956666,0.000008328905,0.008801049,0.0001118728,0.0001951914,0.000003787952,0.000086484,0.9712178],"genre_scores_gemma":[0.0003860068,0.001034923,0.00008930393,0.0009694989,0.0001616278,0.000007811944,0.000005556566,0.0001595585,0.9971857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02596798,"threshold_uncertainty_score":0.9997193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005662988303352839,"score_gpt":0.2418468136937242,"score_spread":0.2361838253903714,"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."}}