{"id":"W2318581442","doi":"10.1097/qai.0b013e31828177d7","title":"Invasive Cervical Cancer Risk Among HIV-Infected Women","year":2012,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; University of Toronto; Public Health Ontario; Simon Fraser University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources; National Institute of Dental and Craniofacial Research; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institute on Aging; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institute on Drug Abuse; U.S. Public Health Service; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Cancer registry; Poisson regression; Cervical cancer; Medical record; Cohort; Prospective cohort study; Cohort study; Gynecology; Internal medicine; Cancer; Risk factor; Obstetrics; Population","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":[0.001854284,0.0002994502,0.0009803438,0.0006902795,0.0002162685,0.00006207812,0.0004219848,0.000199431,0.006324827],"category_scores_gemma":[0.001492627,0.0002209991,0.0004383399,0.001350259,0.0003428014,0.0006421538,0.0001796812,0.0005089549,0.0002206521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542517,"about_ca_system_score_gemma":0.0005707981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454891,"about_ca_topic_score_gemma":0.00001092762,"domain_scores_codex":[0.9960575,0.0002323522,0.001050525,0.0002386466,0.001226232,0.001194796],"domain_scores_gemma":[0.9969941,0.0004629343,0.0005716271,0.0004375608,0.0007883149,0.0007454326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009170706,0.0009055955,0.965677,0.0003657321,0.0004800932,0.0001841402,0.003844007,0.00003562137,0.004686779,0.00007083119,0.001833295,0.02099985],"study_design_scores_gemma":[0.002701032,0.001140718,0.989576,0.0001477474,0.0002457701,0.0005973383,0.0014675,0.00004308276,0.002780834,0.0001346103,0.0009172476,0.0002481628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835548,0.01176625,0.00009000068,0.0004491024,0.0008382252,0.0002859774,0.00002524665,0.00006044671,0.002929991],"genre_scores_gemma":[0.995424,0.002914465,0.0001558901,0.0001076014,0.000460703,0.00003515638,0.000006761714,0.00006173275,0.0008336836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02389897,"threshold_uncertainty_score":0.9945835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242214110325915,"score_gpt":0.3050148218734546,"score_spread":0.2825926807701955,"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."}}