{"id":"W2041711732","doi":"10.1371/journal.pcbi.1000910","title":"Gene Expression Variability within and between Human Populations and Implications toward Disease Susceptibility","year":2010,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Biology; Genetics; Gene expression; Gene; Population; Gene expression profiling; International HapMap Project; Phenotype; Regulation of gene expression; Human genome; Genome","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":[0.0002163407,0.0001180178,0.0001707735,0.00006557946,0.000395021,0.00001367448,0.00008641302,0.0001385288,0.0001582709],"category_scores_gemma":[0.0002209881,0.00009692684,0.00002852066,0.00005592626,0.0004989319,0.00006169836,0.0001235434,0.0002403298,0.00004314746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001718137,"about_ca_system_score_gemma":0.00006498658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004175021,"about_ca_topic_score_gemma":0.00003246559,"domain_scores_codex":[0.9989042,0.0002512046,0.0002308492,0.0003967082,0.00002486323,0.0001921987],"domain_scores_gemma":[0.9991462,0.0003892503,0.00006424404,0.0002007263,0.0001006104,0.00009898919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002247282,0.0001524309,0.7511551,0.000009734021,0.00004748994,3.70635e-7,0.0000923996,0.000008868153,0.2357954,0.01203937,0.00003991661,0.0006364931],"study_design_scores_gemma":[0.0005140558,0.00008358077,0.923547,0.000003094247,0.0000307321,0.000005684787,0.000007355848,0.00001851941,0.002882523,0.07269987,0.0001159444,0.00009169037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960514,0.0001064222,0.001321087,0.001177834,0.00006465462,0.0003236262,0.000834953,0.00005268744,0.00006732147],"genre_scores_gemma":[0.9908817,0.000003496806,0.003959409,0.00003288407,0.00003893375,0.00005916291,0.004994229,0.000006243841,0.00002393546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2329128,"threshold_uncertainty_score":0.3952562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378459939670064,"score_gpt":0.3307944958117779,"score_spread":0.2770098964150773,"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."}}