{"id":"W2554905989","doi":"10.1097/coh.0000000000000338","title":"Cutaneous malignancies in HIV","year":2016,"lang":"en","type":"review","venue":"Current Opinion in HIV and AIDS","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University College London","keywords":"Skin cancer; Medicine; Incidence (geometry); Cancer; Population; Disease; Basal cell carcinoma; Demographics; Human immunodeficiency virus (HIV); Squamous cell cancer; Basal cell; Cancer incidence; Dermatology; Oncology; Immunology; Internal medicine; Environmental health; Demography","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":[0.0001505437,0.000410215,0.001672293,0.0004235019,0.00003445762,0.00001627398,0.0001264129,0.0001770965,0.0000856187],"category_scores_gemma":[0.00008463969,0.000276105,0.0001866781,0.0003002321,0.0001361521,0.00004611971,0.0001638743,0.0004013923,0.0001257338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293376,"about_ca_system_score_gemma":0.0001913336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003148104,"about_ca_topic_score_gemma":0.000001234487,"domain_scores_codex":[0.9982228,0.0000858193,0.0006661605,0.0004481993,0.0002135684,0.0003634206],"domain_scores_gemma":[0.9991991,0.0002005382,0.0001716042,0.0003067402,0.00002761729,0.00009442274],"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":[0.00001374121,0.00006840295,0.009283725,0.03202791,0.00003419139,0.00002064914,0.0001214534,2.192193e-8,5.717208e-8,0.0005461176,0.007280342,0.9506034],"study_design_scores_gemma":[0.0005914244,0.00008263034,0.0003562767,0.1264134,0.0000593267,0.0002286545,0.00002660238,4.688575e-7,1.82204e-7,0.00007695938,0.8719018,0.0002622531],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002273426,0.9948095,0.00001884195,0.0001242475,0.00339635,0.0006740641,0.0001256035,0.00002325448,0.0008054063],"genre_scores_gemma":[0.00003395264,0.9979648,0.00007467823,0.00000805346,0.0009501186,0.0002189788,0.00010086,0.00003888475,0.0006096618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9503412,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08654686658601747,"score_gpt":0.3896824607615504,"score_spread":0.303135594175533,"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."}}