{"id":"W4378983152","doi":"10.1158/1538-7755.asgcr23-abstract-47","title":"Abstract 47: Human Papillomavirus (HPV) Cervical Cancer Screening and Secondary Prevention in Côte d’Ivoire: Time From Testing to Treatment","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cervical cancer; Logistic regression; Christian ministry; Human papillomavirus; Family medicine; Cancer; Gynecology; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096962,0.0002952812,0.0002736282,0.0006051371,0.0005324135,0.0009082638,0.0005653005,0.0003853385,0.004542552],"category_scores_gemma":[0.003332018,0.0003818057,0.0004828575,0.001384721,0.0002382846,0.00040848,0.0005537798,0.0005587653,0.0004007145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434582,"about_ca_system_score_gemma":0.002542403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1982058,"about_ca_topic_score_gemma":0.1385222,"domain_scores_codex":[0.9989912,0.0002665712,0.00009686413,0.0002062975,0.0001169406,0.000322181],"domain_scores_gemma":[0.9981635,0.0004333786,0.0007114871,0.00007299474,0.0003584761,0.0002601845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005782796,0.00004007215,0.997038,0.00005420945,0.00002249159,0.0001148704,0.000320722,0.00007016422,0.0001609949,0.00004331957,0.0003058093,0.00177156],"study_design_scores_gemma":[0.000003003671,0.00005218811,0.9985324,0.00004931251,0.00001242876,0.00007960825,0.0006072966,0.000128675,0.00006576748,0.00001150301,0.0004554785,0.000002361443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956025,0.0005381959,0.0002461467,0.0002255544,0.00002047265,0.00005277568,0.002444031,0.00000488942,0.0008654402],"genre_scores_gemma":[0.9976081,0.0002282478,0.0001722639,0.00004293949,0.000008198523,0.00006170751,0.0009396995,0.000003628447,0.0009352173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982058,"threshold_uncertainty_score":0.3941042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646381409508579,"score_gpt":0.4482263450920694,"score_spread":0.2835882041412115,"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."}}