{"id":"W4410587849","doi":"10.1002/bies.70014","title":"Human Cervix Chip: A Preclinical Model for Studying the Role of the Cervical Mucosa and Microbiome in Female Reproductive Health","year":2025,"lang":"en","type":"review","venue":"BioEssays","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Bill and Melinda Gates Foundation","keywords":"Cervix; Microbiome; Disease; Biology; Cervical cancer; Reproductive health; Translational research; Medicine; Bioinformatics; Physiology; Biotechnology; Cancer; Population; Pathology; Genetics; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002060016,0.0004059841,0.001865879,0.0001472505,0.0003859232,0.00001619519,0.0007419601,0.0005118632,0.000009770985],"category_scores_gemma":[0.0002687328,0.0002174817,0.0004962063,0.0003667716,0.0004497954,0.00003831794,0.0005608248,0.000632619,0.000005727653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007960425,"about_ca_system_score_gemma":0.0004966049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231591,"about_ca_topic_score_gemma":0.00008514831,"domain_scores_codex":[0.9956411,0.001578031,0.001198817,0.001115927,0.00004720303,0.0004189537],"domain_scores_gemma":[0.9972262,0.0004760092,0.0007846477,0.001399922,0.00009420434,0.00001901738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097534,0.001228824,0.002817058,0.06640077,0.001869384,0.000001088142,0.009049112,0.000006343099,0.001554217,0.01594298,0.002060757,0.8989597],"study_design_scores_gemma":[0.003824812,0.0008722788,0.004090471,0.07834506,0.001996754,0.0002065084,0.002428008,0.00001376854,0.0009384101,0.01139469,0.8941629,0.001726359],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003428921,0.9934621,0.00002261218,0.0003163698,0.0006166097,0.004425609,0.0004022,0.00002209588,0.00038951],"genre_scores_gemma":[0.02629643,0.9695741,0.00007341106,0.0000678666,0.0001733846,0.0009031587,0.0001320795,0.00005057244,0.002729016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8972334,"threshold_uncertainty_score":0.8868648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867206949574201,"score_gpt":0.3752537052840305,"score_spread":0.2885330103266104,"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."}}