{"id":"W2163811090","doi":"10.1111/hiv.12290","title":"Cancer incidence among HIV‐positive women in British Columbia, Canada: Heightened risk of virus‐related malignancies","year":2015,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; B.C. Women's Hospital & Health Centre; Women's Health Research Institute; NOSM University; BC Centre for Disease Control; University of British Columbia; AIDS Vancouver; BC Cancer Agency; Simon Fraser University","funders":"BC Cancer Agency","keywords":"Medicine; Cancer; Population; Cancer registry; Incidence (geometry); Anal cancer; Cohort; Internal medicine; Demography; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665338,0.0003089542,0.0003513074,0.001986325,0.001414221,0.001168174,0.000841337,0.0003463964,0.001425546],"category_scores_gemma":[0.001268848,0.0003525791,0.0002497621,0.005704895,0.0003808104,0.0002582872,0.0006730151,0.0004485789,0.0002543469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009582569,"about_ca_system_score_gemma":0.01503332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847511,"about_ca_topic_score_gemma":0.9918664,"domain_scores_codex":[0.9994346,0.0000449767,0.00005170002,0.0001002575,0.0002115097,0.0001568681],"domain_scores_gemma":[0.9989871,0.00005825339,0.0002303843,0.00003728587,0.0005360449,0.0001508878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002125456,0.00001005001,0.9957021,0.0000498638,0.00002878998,0.00005879018,0.0001385816,0.00008243864,0.0001047923,0.00001822974,0.0007266923,0.003058417],"study_design_scores_gemma":[0.000003309533,0.000007341399,0.99855,0.00003229079,0.00001850446,0.0000612688,0.0002862726,0.0001211269,0.00003214994,0.000007248344,0.0008775924,0.000002999584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750466,0.002542016,0.0002396772,0.0003158783,0.00001694784,0.0001277681,0.01772556,0.00003292554,0.003952548],"genre_scores_gemma":[0.990132,0.001829025,0.0004941659,0.0001463214,0.00001177659,0.00004698259,0.005841666,0.000006856581,0.001491099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524889,"threshold_uncertainty_score":0.06952667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007374827810493935,"score_gpt":0.2208638484310591,"score_spread":0.2134890206205652,"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."}}