{"id":"W4393434681","doi":"10.1177/10732748241244678","title":"HPV DNA Testing and Mobile Colposcopy for Cervical Precancer Screening in HIV Positive Women: A Comparison Between Two Settings in Ghana and Recommendation for Screening","year":2024,"lang":"en","type":"article","venue":"Cancer Control","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Obstetrics; Cervical cancer screening; Human immunodeficiency virus (HIV); Gynecology; Cervical cancer; Internal medicine; Family medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000815156,0.0001969062,0.0006116236,0.0002498128,0.000105507,0.0001164058,0.0000616366,0.0001019953,0.0001663001],"category_scores_gemma":[0.0002717035,0.0001898278,0.00004906037,0.0003819608,0.00007923627,0.0001854999,0.00004919688,0.0003752323,4.946291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388485,"about_ca_system_score_gemma":0.0001862024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005367722,"about_ca_topic_score_gemma":0.0004846106,"domain_scores_codex":[0.9982044,0.0000644635,0.000439734,0.0005465531,0.0001696683,0.0005752117],"domain_scores_gemma":[0.9974319,0.002010849,0.00006581731,0.00008916552,0.0001873376,0.0002149173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001982623,0.00002973635,0.1863652,0.0009022352,0.0001023806,0.000003669428,0.00192256,0.00007224266,0.000378593,0.00002590208,0.0002025978,0.8080122],"study_design_scores_gemma":[0.03023269,0.002349599,0.3489857,0.001737152,0.0002637245,0.000007591761,0.002679648,0.6023765,0.001076336,0.0003695339,0.009383848,0.0005376695],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659604,0.01124659,0.09960073,0.01130073,0.0001890006,0.00939953,0.001307487,0.0001521822,0.0008433886],"genre_scores_gemma":[0.9900119,0.00002929041,0.004613285,0.000718788,0.0005407308,0.003895725,0.00007910011,0.00004443894,0.00006671779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8074746,"threshold_uncertainty_score":0.7740952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841929086679764,"score_gpt":0.3956668820949935,"score_spread":0.3472475912281959,"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."}}