{"id":"W4416019040","doi":"10.1016/j.ijgc.2025.102150","title":"COMMUNITY-BASED SCREENING OF CERVICAL HIGH-RISK HUMAN PAPILLOMAVIRUS IN WESTERN UGANDA: A DOOR-TO-DOOR APPROACH WITH CHALLENGING OUTCOMES IN FOLLOW-UP","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Human papillomavirus; Cervical cancer; MEDLINE; Cervical screening","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005668601,0.0005888829,0.0006457581,0.001367744,0.003968787,0.002673473,0.001612726,0.001428501,0.001752589],"category_scores_gemma":[0.01648198,0.0008204897,0.000461853,0.002099117,0.001153362,0.00265812,0.005179784,0.001836143,0.0003539633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304384,"about_ca_system_score_gemma":0.006712181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05175564,"about_ca_topic_score_gemma":0.07462305,"domain_scores_codex":[0.9925334,0.004090844,0.0005151122,0.0005115435,0.0005472543,0.001801705],"domain_scores_gemma":[0.9945192,0.001638897,0.001163818,0.0004218205,0.0008435932,0.001412559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477202,0.001300444,0.9592419,0.0001813579,0.00005789027,0.001599497,0.009313891,0.0001446366,0.0003521942,0.0001909826,0.0009305206,0.02643896],"study_design_scores_gemma":[0.0001144856,0.002273337,0.9298725,0.0008149898,0.0001504486,0.002128112,0.05952349,0.001509194,0.0003849677,0.0009391412,0.002204523,0.00008479949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969749,0.0004741957,0.0003250616,0.0005704181,0.00002759413,0.0003214053,0.0001184523,0.00001311973,0.001174842],"genre_scores_gemma":[0.9980981,0.0003176313,0.0007095622,0.0002846629,0.0000109279,0.0002898715,0.00006160349,0.000004244564,0.0002234253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05175564,"threshold_uncertainty_score":0.1029088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566139821943034,"score_gpt":0.3834573114936558,"score_spread":0.3268433292993524,"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."}}