{"id":"W1991158533","doi":"10.1371/journal.pone.0008293","title":"A Comparative Analysis of Gene Expression Patterns and Cell Phenotypes between Cervical and Peripheral Blood Mononuclear Cells","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Public Health Agency of Canada; University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; U.S. Public Health Service; Bill and Melinda Gates Foundation","keywords":"Peripheral blood mononuclear cell; Biology; Immune system; Immunology; Gene expression; Flow cytometry; Innate immune system; Cytokine; Gene; In vitro; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341394,0.0001327265,0.0002381867,0.0004681922,0.0002291863,0.0003774182,0.00009681351,0.0002507826,0.001717606],"category_scores_gemma":[0.0003002119,0.00007881112,0.0001542076,0.0005305292,0.0001534099,0.0001294337,0.0001229357,0.000178142,0.0004494223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416404,"about_ca_system_score_gemma":0.0001980828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008253909,"about_ca_topic_score_gemma":0.001213905,"domain_scores_codex":[0.9998406,0.00001645826,0.000009070696,0.00006556682,0.00003231354,0.00003603024],"domain_scores_gemma":[0.9998658,0.00004894482,0.00001701071,0.0000149034,0.00002976404,0.00002356767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004862936,0.00002232873,0.005919994,0.00006152967,0.00001115113,0.00008492293,0.00008678291,0.00002834193,0.9847223,0.00004341825,0.00007387053,0.008458992],"study_design_scores_gemma":[0.00005457315,0.001503602,0.6594788,0.00005294998,0.0001333367,0.001850519,0.0007408204,0.0009308609,0.3256504,0.0003157125,0.009263736,0.00002475605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990137,0.001890885,0.003113149,0.00007193163,0.00002257258,0.00004143054,0.00236143,0.00003103463,0.002330624],"genre_scores_gemma":[0.9837028,0.001723725,0.007211213,0.0001364843,0.00002534011,0.0002179839,0.003357223,0.00002014306,0.003605171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001717606,"threshold_uncertainty_score":0.005745947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896757661695096,"score_gpt":0.230496817830855,"score_spread":0.2015292412139041,"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."}}