{"id":"W4410740729","doi":"10.1016/j.modpat.2025.100798","title":"International Feasibility of Applying Diagnostic Essential Criteria of the Fifth Edition World Health Organization Classification of Female Genital Tumors: Evidence for a Global Gap in Health Care Equity","year":2025,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Female circumcision; Equity (law); Medicine; Health care; Sex organ; Pathology; Global health; Medical physics; Family medicine; Gynecology; Political science; Biology; Public health","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":[0.0003421822,0.00007636074,0.0003307384,0.0001052736,0.00003694652,0.000003220476,0.0001149064,0.00004602797,0.0000220974],"category_scores_gemma":[0.001768996,0.00006218413,0.0000627265,0.0005443766,0.0000873285,0.0000520462,0.00008957501,0.00006100968,1.869127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005866385,"about_ca_system_score_gemma":0.000486931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002796069,"about_ca_topic_score_gemma":0.0005309356,"domain_scores_codex":[0.9987461,0.0001610238,0.0005546612,0.0002253128,0.0001840812,0.000128841],"domain_scores_gemma":[0.9988091,0.0002917516,0.0003548222,0.0001969117,0.0003163386,0.00003108812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009206249,0.0006611093,0.9643825,0.002585223,0.00003218238,0.000001842732,0.001618869,0.00006962536,0.00617953,0.001978509,0.00004114948,0.02152884],"study_design_scores_gemma":[0.00233877,0.00034312,0.9904206,0.0007752041,0.00003809522,0.00000450802,0.0002501281,0.0005087762,0.002421291,0.002852573,0.000007365429,0.0000396115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581154,0.0009888844,0.03572186,0.002742654,0.000485273,0.001550889,0.0002673217,0.00001062067,0.0001171114],"genre_scores_gemma":[0.9987982,0.00004552171,0.0006654641,0.0001777235,0.0000621586,0.00007968381,0.0001561878,0.000004703986,0.00001038377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04068278,"threshold_uncertainty_score":0.2535795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122734682946495,"score_gpt":0.4429241882260351,"score_spread":0.3306507199313856,"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."}}