{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005499292,0.000650952,0.00148326,0.002610659,0.0003511382,0.00137422,0.0007586809,0.0009493193,0.008038247],"category_scores_gemma":[0.002449524,0.0002492853,0.0007998465,0.002357303,0.0004415417,0.001238473,0.0006874983,0.0009624417,0.0009127206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923893,"about_ca_system_score_gemma":0.001868522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618359,"about_ca_topic_score_gemma":0.002528952,"domain_scores_codex":[0.9994943,0.0001364416,0.0001271606,0.00006341113,0.0001470083,0.00003163596],"domain_scores_gemma":[0.998816,0.0006971112,0.0002841416,0.00002263371,0.0001375931,0.00004252078],"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":[0.00009106265,0.00004968368,0.0009537849,0.1803343,0.000384806,0.0008786334,0.0002136371,0.0001882949,0.0004050351,0.002004087,0.04114914,0.7733476],"study_design_scores_gemma":[0.00004258682,0.0001265065,0.004442611,0.154432,0.001211858,0.01422302,0.0005491684,0.00006621501,0.0004298717,0.001561119,0.8228829,0.0000322071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009025785,0.999097,0.00001576241,0.0001293453,0.0001421737,0.000006662732,0.00001790488,0.000001677235,0.0004992372],"genre_scores_gemma":[0.001108849,0.9982873,0.00004573818,0.0001933236,0.0001680736,0.000007244496,0.00002367881,7.634092e-7,0.000165077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008038247,"threshold_uncertainty_score":0.02689064,"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."}}