{"id":"W7162133386","doi":"10.31579/2642-9756/226","title":"Innovations in Treatment for Women’s Infections:","year":2025,"lang":"","type":"article","venue":"Women Health Care and Issues","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Socioeconomic status; Infertility; Pregnancy; Social stigma; Stigma (botany); Chlamydia; Health care; Public 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007665263,0.0002987617,0.0006739548,0.001265938,0.0009220033,0.00006255494,0.0001023001,0.0002930347,0.0003823003],"category_scores_gemma":[0.0003604507,0.000293281,0.00005886385,0.001218905,0.0003060627,0.0001724872,0.00007675747,0.0003688005,0.00004663374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004855684,"about_ca_system_score_gemma":0.001622482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245267,"about_ca_topic_score_gemma":0.0008722435,"domain_scores_codex":[0.9970099,0.0004066038,0.0007196166,0.0007259777,0.00004017213,0.001097692],"domain_scores_gemma":[0.9984996,0.0004057492,0.0001296253,0.0004683513,0.0004247232,0.00007199637],"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":[0.001214516,0.003492782,0.06493929,0.003177899,0.001228184,0.000002903492,0.2466664,0.00002645626,0.001792696,0.02086391,0.01030642,0.6462885],"study_design_scores_gemma":[0.002801582,0.007434469,0.01703707,0.0001629964,0.00001017158,0.00000736531,0.05928763,0.00000205257,0.001071919,0.001713442,0.9102606,0.0002107444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813709,0.1018358,0.0000624486,0.008914126,0.001505627,0.003000032,0.0001847918,0.00006264792,0.003063628],"genre_scores_gemma":[0.9264473,0.03253729,0.00007095949,0.0004952504,0.0001257064,0.006156642,0.0001015116,0.00002180519,0.03404352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8999541,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515238635859396,"score_gpt":0.4019316371288156,"score_spread":0.3767792507702216,"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."}}