{"id":"W4200029478","doi":"10.31557/apjcp.2021.22.12.4057","title":"The Prognostic Value of Cancer Stem Cell Markers in Cervical Cancer: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Gadjah Mada; Universitas Indonesia","keywords":"Medicine; Meta-analysis; Internal medicine; Cochrane Library; Oncology; SOX2; CD44; Cervical cancer; Cancer; Cancer stem cell; Cell; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026536,0.0005412246,0.01022679,0.0004775594,0.00006924066,0.0000596417,0.000304086,0.0002114588,0.0005400734],"category_scores_gemma":[0.00006782082,0.0003067008,0.004877463,0.00185009,0.000117606,0.0001074121,0.00006461979,0.0007550279,0.000001039082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006161734,"about_ca_system_score_gemma":0.002096875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003350141,"about_ca_topic_score_gemma":0.001074802,"domain_scores_codex":[0.9933615,0.001605895,0.003309074,0.000452718,0.0009001987,0.0003706082],"domain_scores_gemma":[0.9938101,0.0002954907,0.004510632,0.0006074157,0.0005408227,0.0002355892],"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":[0.00002941563,0.0001407082,0.00005746833,0.733475,0.1224827,0.00004632268,0.00009724077,0.000006973381,5.127351e-7,0.00001698574,0.0003504133,0.1432963],"study_design_scores_gemma":[0.0003605439,0.0001242728,0.00003341732,0.1852852,0.767265,0.00008618562,0.0003306012,0.000002666979,0.000003686666,0.000009380659,0.04629314,0.0002059558],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007700438,0.9952987,0.0000543526,0.000927731,0.0002594413,0.003049553,0.0001582602,0.000004441318,0.000239779],"genre_scores_gemma":[0.0006614898,0.9956861,0.00008625288,0.00005504945,0.00009882649,0.001038656,0.00001540069,0.00005551741,0.00230268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6447822,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04562324487557086,"score_gpt":0.3659165636483922,"score_spread":0.3202933187728214,"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."}}