{"id":"W2062761055","doi":"10.1097/olq.0b013e318255aeef","title":"Cervical Intraepithelial Neoplasia Is Associated With Genital Tract Mucosal Inflammation","year":2012,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute","keywords":"Medicine; Cervical intraepithelial neoplasia; Immunology; Proinflammatory cytokine; HPV infection; Immune system; Inflammation; Sex organ; Immunity; Internal medicine; Cervical cancer; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001520526,0.000280828,0.0003974127,0.0001477038,0.0001326986,0.00005553558,0.00013351,0.0001747917,0.005806748],"category_scores_gemma":[0.0001473615,0.000214274,0.0001511889,0.0004507145,0.0001586745,0.0003573671,0.00001850052,0.000394043,0.0001325486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323049,"about_ca_system_score_gemma":0.0003883596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000527792,"about_ca_topic_score_gemma":0.00005350171,"domain_scores_codex":[0.9975331,0.0001029632,0.0003329389,0.0003229204,0.0009593555,0.0007487636],"domain_scores_gemma":[0.9982796,0.0002076565,0.00005742454,0.0002688818,0.0002610583,0.0009254066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007803222,0.004998256,0.7500536,0.0007416093,0.001047372,0.0003132247,0.004054158,0.000008859693,0.002646488,0.0004919634,0.002271484,0.2255698],"study_design_scores_gemma":[0.004743881,0.0007738192,0.9898323,0.00003529674,0.0006108966,0.00005170973,0.0002562911,0.0002366857,0.001185587,0.00009327709,0.001874555,0.0003056489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911676,0.0008092536,0.0003794727,0.001661614,0.0001155069,0.0005932011,0.0003048897,0.0002439674,0.00472451],"genre_scores_gemma":[0.997172,0.00003786529,0.00007722068,0.0008351411,0.0009283266,0.00006246472,0.0005177862,0.00005886819,0.00031031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2397788,"threshold_uncertainty_score":0.9951021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667238007520289,"score_gpt":0.2842773068819239,"score_spread":0.267604926806721,"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."}}