{"id":"W1270031449","doi":"10.7314/apjcp.2015.16.14.5889","title":"Accuracy of Combined Visual Inspection with Acetic Acid and Cervical Cytology Testing as a Primary Screening Tool for Cervical Cancer: a Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Agence Universitaire de la Francophonie","keywords":"Diagnostic odds ratio; Meta-analysis; Medicine; Odds ratio; Likelihood ratios in diagnostic testing; Cervical cancer; Cervical screening; Receiver operating characteristic; Gold standard (test); Statistics; Cancer; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02002262,0.003152064,0.02187712,0.009734825,0.0007540117,0.004007685,0.002587896,0.002531554,0.002621099],"category_scores_gemma":[0.05961726,0.001691937,0.04505084,0.008552866,0.001010487,0.002296773,0.001820485,0.001698726,0.0002850961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003279992,"about_ca_system_score_gemma":0.005012246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007683833,"about_ca_topic_score_gemma":0.01533299,"domain_scores_codex":[0.9839218,0.006970239,0.004979147,0.001711222,0.002033097,0.0003843917],"domain_scores_gemma":[0.9531106,0.03629448,0.006043773,0.001138572,0.003068074,0.0003444149],"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":[0.00135316,0.00002809322,0.005881792,0.4771953,0.5028825,0.0001303034,0.00008691812,0.0004959817,0.0001935417,0.0000962979,0.0003902718,0.01126576],"study_design_scores_gemma":[0.0002449632,0.0001516534,0.003230395,0.03152234,0.9635359,0.000102517,0.00003584016,0.0001704032,0.0001064721,0.0001098451,0.0007673889,0.00002224674],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004380266,0.9938526,0.0005041484,0.0001457791,0.0001003206,0.0003400436,0.0004491071,0.00002117223,0.0002065399],"genre_scores_gemma":[0.1880358,0.804334,0.003362386,0.000770372,0.0003010945,0.001697059,0.001162782,0.00003776036,0.0002987332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9781229,"threshold_uncertainty_score":0.105891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170448040771558,"score_gpt":0.4392798831602655,"score_spread":0.3222350790831097,"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."}}