{"id":"W4406132301","doi":"10.3389/fonc.2024.1491840","title":"Survival status of women with cervical cancer in Sub-Saharan Africa: a systematic review and meta-analysis, 2024","year":2025,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cervical cancer; Medicine; Cancer; Oncology; Gynecology; Demography; Internal medicine; Sociology","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":[0.01627806,0.002702068,0.01557038,0.008926203,0.0007676559,0.002992665,0.001938327,0.002212296,0.002902704],"category_scores_gemma":[0.03425021,0.001555669,0.04195109,0.008949659,0.0007453993,0.002079803,0.00164304,0.001736164,0.0002693397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00262219,"about_ca_system_score_gemma":0.005751471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008823978,"about_ca_topic_score_gemma":0.02072622,"domain_scores_codex":[0.9903859,0.004035261,0.003251919,0.0009317087,0.001017022,0.0003782561],"domain_scores_gemma":[0.983383,0.01194031,0.00266762,0.000449079,0.001335122,0.0002248748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001598815,0.00002651793,0.006762179,0.4750278,0.5057141,0.0001353073,0.0001246035,0.0003463304,0.0001360601,0.00009473533,0.0004799564,0.009553486],"study_design_scores_gemma":[0.0003664824,0.0001838489,0.004983041,0.03584683,0.9568348,0.0001023431,0.00008117151,0.0001353729,0.00008488225,0.0001095563,0.001249418,0.0000222252],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00607405,0.9918731,0.000431099,0.0001823008,0.0001279896,0.0003619608,0.0007684577,0.00001763515,0.0001633836],"genre_scores_gemma":[0.179367,0.813781,0.002368633,0.0007299427,0.0002131342,0.001912712,0.001263703,0.00002603981,0.0003377518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01627806,"threshold_uncertainty_score":0.08608764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07626142949632848,"score_gpt":0.4146278991253506,"score_spread":0.3383664696290221,"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."}}