{"id":"W4414070924","doi":"10.31083/ceog36377","title":"Natural History of Primary Vaginal Intraepithelial Neoplasia With and Without Treatment: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vernon Jubilee Hospital","funders":"","keywords":"Natural history; Confidence interval; Cervical intraepithelial neoplasia; MEDLINE; Meta-analysis; Series (stratigraphy); Family history","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350323,0.0002031499,0.002828148,0.0002201809,0.00004093561,0.000009416917,0.0000656355,0.0001207773,0.0003280509],"category_scores_gemma":[0.0006358844,0.0001184043,0.0003056541,0.0003800287,0.00069692,0.00004381111,0.0001038814,0.0002278363,0.000001526419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436048,"about_ca_system_score_gemma":0.0002257282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004958392,"about_ca_topic_score_gemma":0.00002690157,"domain_scores_codex":[0.998284,0.0002178733,0.0006964103,0.0004256407,0.0001772797,0.0001987922],"domain_scores_gemma":[0.9975416,0.001744214,0.0001492038,0.0002518413,0.0001172738,0.0001958366],"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":[0.005777606,0.006913006,0.2325605,0.3156114,0.4176147,0.0003847529,0.002122555,8.699379e-7,0.0006115273,0.003223741,0.001923738,0.01325561],"study_design_scores_gemma":[0.01357932,0.009319255,0.09378851,0.0005269109,0.8775944,0.0001621963,0.0004694462,0.0002249336,0.0002717229,0.00008690788,0.003454563,0.0005218612],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1185129,0.8755845,0.00001249419,0.0009581521,0.0001696062,0.001346876,0.00001371636,0.00001849318,0.003383243],"genre_scores_gemma":[0.9808534,0.01216498,0.0002809163,0.002840553,0.00001492702,0.0001455882,0.00001583651,0.000009936221,0.003673883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634195,"threshold_uncertainty_score":0.4828386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537384676332056,"score_gpt":0.3855034312847995,"score_spread":0.320129584521479,"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."}}