{"id":"W1978616412","doi":"10.1016/j.ajog.2013.08.038","title":"Factors associated with high-risk HPV positivity in a low-resource setting in sub-Saharan Africa","year":2013,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; B.C. Women's Hospital & Health Centre; BC Centre for Disease Control; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Logistic regression; Demography; Confidence interval; Odds ratio; Descriptive statistics; Population; Cervical cancer; Environmental health; Cancer; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000547638,0.000145492,0.0006762081,0.0006448872,0.00004788007,0.00002667619,0.0001025583,0.00008148404,0.0002175659],"category_scores_gemma":[0.006564516,0.0001016381,0.00006215744,0.001330403,0.0002421371,0.00009186246,0.00004821939,0.0008420344,0.000002065463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608623,"about_ca_system_score_gemma":0.0001845194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004712013,"about_ca_topic_score_gemma":0.0002578608,"domain_scores_codex":[0.9983305,0.0002910748,0.0004305107,0.0001817811,0.0003182426,0.0004478339],"domain_scores_gemma":[0.9923763,0.006598977,0.0003880483,0.0001046687,0.0002641632,0.0002678933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008763652,0.0002846303,0.7675145,0.0000159713,0.00007223492,0.0002103381,0.0004382283,0.00003768537,0.000100575,0.000003378079,0.000140391,0.2310945],"study_design_scores_gemma":[0.002891341,0.00279888,0.9927888,0.00003839883,0.00003976631,0.00001278089,0.0006342646,0.0002084816,0.00008269292,0.00005491674,0.0003409859,0.0001086882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974478,0.001079584,0.00001910253,0.0005608622,0.00006913034,0.0002011998,0.000008523122,0.000005263526,0.0006085265],"genre_scores_gemma":[0.9992786,0.0004180504,0.000056207,0.0001767456,0.00002332783,0.000005671992,0.00000431358,0.00001637401,0.00002072517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309858,"threshold_uncertainty_score":0.7858813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705051018947912,"score_gpt":0.2610352098624327,"score_spread":0.2439846996729536,"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."}}