{"id":"W4361192049","doi":"10.21203/rs.3.rs-2630673/v1","title":"Uptake and Barriers to Cervical Cancer Screening among Human Immunodeficiency Virus-Positive Women in Sub Saharan Africa: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Cancer; Family medicine; Meta-analysis; Cervical screening; Cochrane Library; Demography; Obstetrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01472743,0.002716118,0.0183687,0.007167731,0.0007325222,0.003787483,0.002160336,0.002379087,0.003661828],"category_scores_gemma":[0.04678727,0.001561227,0.03220432,0.008221322,0.0007260415,0.002142851,0.001862086,0.001853737,0.0002075902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360165,"about_ca_system_score_gemma":0.006319115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102852,"about_ca_topic_score_gemma":0.01835425,"domain_scores_codex":[0.9905519,0.00412974,0.00294486,0.0008563299,0.001166146,0.0003508887],"domain_scores_gemma":[0.9632427,0.02916797,0.00462654,0.0005487038,0.002096172,0.0003179706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008614654,0.00003476263,0.003869399,0.6941936,0.2866837,0.000121713,0.0001769521,0.0003086159,0.00009746286,0.0001155168,0.0003965708,0.01314023],"study_design_scores_gemma":[0.0003706205,0.0002511222,0.005598641,0.1024177,0.8882918,0.0001414021,0.0001558144,0.0001709245,0.0001348081,0.0001754746,0.002259237,0.0000323791],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004858717,0.9935221,0.0003012076,0.0001736612,0.00007922165,0.0003815275,0.0004563119,0.00001342813,0.0002138338],"genre_scores_gemma":[0.1093766,0.8858486,0.001568924,0.0006564099,0.0001166939,0.001521706,0.0006329702,0.00001914797,0.0002589244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0183687,"threshold_uncertainty_score":0.077887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216821978814142,"score_gpt":0.4781629380065526,"score_spread":0.2613409591924106,"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."}}