{"id":"W2951447141","doi":"10.1002/ijc.32260","title":"Cervical cancer risk in women living with HIV across four continents: A multicohort study","year":2019,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Institute of Child Health and Human Development; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institute on Aging; National Center for Advancing Translational Sciences; Medical Research Council; National Eye Institute; National Institute on Alcohol Abuse and Alcoholism; Seventh Framework Programme; Health Resources and Services Administration; Centers for Disease Control and Prevention; Astellas Pharma; Agence Nationale de Recherches sur le Sida et les Hépatites Virales; ViiV Healthcare; Augustinus Fonden; Bundesministerium für Bildung und Forschung; National Institute on Drug Abuse; Deutsches Zentrum für Infektionsforschung; National Cancer Institute; Gilead Sciences; Styrelsen för Internationellt Utvecklingssamarbete; Agency for Healthcare Research and Quality; Government of Alberta; European Commission; World Health Organization; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; United States Agency for International Development; Pfizer; Canadian Institutes of Health Research; National Science Foundation","keywords":"Cervical cancer; Medicine; Human immunodeficiency virus (HIV); Cancer; Environmental health; Oncology; Gynecology; Internal medicine; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006302133,0.0001388975,0.0004153552,0.0001875416,0.00002475827,0.00006351285,0.0003226124,0.00005197944,0.007715654],"category_scores_gemma":[0.0001364179,0.00009708692,0.00008985143,0.0001891327,0.00004469942,0.0001994347,0.0001050473,0.0006428265,0.00002179663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076392,"about_ca_system_score_gemma":0.0004343746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153763,"about_ca_topic_score_gemma":0.003144746,"domain_scores_codex":[0.9975374,0.0000676619,0.0004909912,0.0002058655,0.001353369,0.000344697],"domain_scores_gemma":[0.998018,0.0001560887,0.0002623653,0.0001360476,0.001223033,0.0002044481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003704943,0.0005274215,0.9605545,0.00003029266,0.0007869109,0.0001980896,0.002966625,0.0005961942,0.0001031034,0.000002642845,0.000163893,0.03036543],"study_design_scores_gemma":[0.009000266,0.0005923618,0.9844847,0.0003586043,0.00005224402,0.00004800984,0.002104367,0.0006177019,0.00004772123,0.00001444627,0.002570263,0.0001093148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956489,0.0006993912,0.00005235203,0.001838672,0.0005758343,0.0003400945,0.00002654379,0.000007120611,0.0008111165],"genre_scores_gemma":[0.9970475,0.0006235418,0.0000403298,0.0005796242,0.0007847009,0.00007229771,6.910127e-7,0.00002433044,0.0008269959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03025611,"threshold_uncertainty_score":0.9931914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928266751779953,"score_gpt":0.3882039915062202,"score_spread":0.3689213239884207,"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."}}