{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008007012,0.0001236907,0.0005751603,0.00008574138,0.00006993032,0.000008864062,0.00007431448,0.000115876,0.0001891492],"category_scores_gemma":[0.000004252972,0.0001031525,0.00004910987,0.0001035611,0.00007551398,0.00005387863,0.00003514034,0.0001086707,0.000008494754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004418622,"about_ca_system_score_gemma":0.000005762011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004645456,"about_ca_topic_score_gemma":0.000003792439,"domain_scores_codex":[0.999105,0.0001781993,0.0002154288,0.0003156138,0.00003912899,0.0001466245],"domain_scores_gemma":[0.9995438,0.00005315863,0.0001107107,0.0002127581,0.00005412097,0.00002547418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003813753,0.0004857102,0.1259087,0.00004808637,0.001346379,8.96889e-7,0.003077842,0.000002997319,0.8689365,0.000006388472,0.00001072828,0.0001376645],"study_design_scores_gemma":[0.0004384343,0.0002498149,0.298854,0.00005896851,0.0013948,6.113799e-7,0.0001496422,0.000004029676,0.6987332,0.00002224659,0.000006699523,0.000087548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924914,0.006577179,0.00008197384,0.0000396732,0.00001251593,0.0001741701,0.00008002509,0.00001741274,0.0005257017],"genre_scores_gemma":[0.9989727,0.0001027,0.0005318696,0.00001637744,0.00002761434,0.000003553248,0.00004349133,0.000004779678,0.0002969014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1729454,"threshold_uncertainty_score":0.4206436,"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."}}