{"id":"W2027351354","doi":"10.1016/j.ijgo.2013.03.019","title":"Results of a community‐based cervical cancer screening pilot project using human papillomavirus self‐sampling in Kampala, Uganda","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Colposcopy; Cervical cancer; Outreach; Chlamydia trachomatis; Gynecology; Obstetrics; Human papillomavirus; Cervical cancer screening; Family medicine; Cancer; Internal medicine","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":[0.0008864452,0.0001586955,0.0005404362,0.001278834,0.00009554066,0.00004149918,0.0005297629,0.000148077,0.0006420203],"category_scores_gemma":[0.003085141,0.0001371656,0.0001626725,0.0006833171,0.0001337835,0.0001820973,0.0001615433,0.001283026,0.000004447484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007926059,"about_ca_system_score_gemma":0.0007077952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426233,"about_ca_topic_score_gemma":0.0006088594,"domain_scores_codex":[0.9972289,0.00029745,0.00112173,0.0001370672,0.0008950798,0.0003197835],"domain_scores_gemma":[0.9935754,0.00313969,0.0005668846,0.0001730155,0.002391823,0.0001532065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007084487,0.008167201,0.7534971,0.000754026,0.002046976,0.0009242912,0.004241972,0.008643782,0.04630144,0.0002735195,0.001738228,0.166327],"study_design_scores_gemma":[0.01942783,0.002975424,0.9639561,0.0003391056,0.000148567,0.0001399794,0.0007186155,0.005505142,0.002516079,0.0003141971,0.003721924,0.0002370251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958156,0.0005107376,0.0003799634,0.001080022,0.0005512758,0.000325108,0.00002984987,0.00001284719,0.001294641],"genre_scores_gemma":[0.995347,0.0001234823,0.003515847,0.0006939981,0.0002319472,0.00001176595,0.00001615062,0.00002269554,0.00003716263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104591,"threshold_uncertainty_score":0.7029672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839380049590353,"score_gpt":0.4400668296520914,"score_spread":0.2561288246930561,"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."}}