{"id":"W2342602136","doi":"10.1371/journal.pone.0153274","title":"Cervical Microbiome and Cytokine Profile at Various Stages of Cervical Cancer: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Nacional De Salud Pública; Instituto Mexicano del Seguro Social; Instituto de Seguriidad y Servicios Sociales de los Trabadores del Estado; Consejo Nacional de Ciencia y Tecnología; McGill University","keywords":"Cervical cancer; Biology; Cervical intraepithelial neoplasia; Fusobacterium nucleatum; Squamous intraepithelial lesion; Microbiome; Prevotella; Lactobacillus crispatus; Pathology; Cancer; Internal medicine; Gastroenterology; Medicine; Lactobacillus; Bioinformatics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841441,0.0002429036,0.000421006,0.0005568129,0.0006628074,0.0004552968,0.0001159166,0.000464776,0.001905077],"category_scores_gemma":[0.0007933328,0.0002235316,0.0003565655,0.0004301028,0.0002259239,0.000362372,0.0004779231,0.0003946065,0.0003750608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829641,"about_ca_system_score_gemma":0.0003240352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015614,"about_ca_topic_score_gemma":0.002613423,"domain_scores_codex":[0.9998195,0.00003778689,0.00001310239,0.00005857283,0.00003009013,0.00004109382],"domain_scores_gemma":[0.9995906,0.0000652228,0.00006009981,0.00004011785,0.0001114987,0.0001325379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003255579,0.001091542,0.9573595,0.000183768,0.00009050854,0.0006828605,0.001637554,0.00007153692,0.02082136,0.00004755906,0.0003413539,0.01441679],"study_design_scores_gemma":[0.00002933355,0.004233799,0.9903977,0.00002016525,0.00008831202,0.0009269043,0.001400999,0.0001801593,0.001291395,0.0000501687,0.00137003,0.00001119594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986547,0.000337026,0.0001193227,0.00002410674,0.000006962732,0.00009248463,0.0003517366,0.000003478457,0.0004100741],"genre_scores_gemma":[0.9978074,0.0002426875,0.0003448408,0.00006042479,0.00001844143,0.0001381525,0.000494099,0.000003833356,0.0008901047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002015614,"threshold_uncertainty_score":0.006373167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658763847681267,"score_gpt":0.3150762590486025,"score_spread":0.2384886205717899,"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."}}