{"id":"W2471346910","doi":"10.1371/journal.pone.0155191","title":"Maternal Whole Blood Gene Expression at 18 and 28 Weeks of Gestation Associated with Spontaneous Preterm Birth in Asymptomatic Women","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; St. Paul's Hospital; University of Alberta; University of Saskatchewan; Saskatchewan Health Authority; University of Calgary; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions; Calgary Laboratory Services","keywords":"Asymptomatic; Gestation; Obstetrics; Medicine; Pregnancy; Premature birth; Physiology; Biology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010652,0.0001214605,0.0003071899,0.00009959719,0.00002831993,0.000008841875,0.00005061472,0.00007911697,0.0002037595],"category_scores_gemma":[0.00009794564,0.00008073198,0.00001532076,0.00007053523,0.00005565646,0.00008725235,0.00003101475,0.00006632542,0.000008206881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154932,"about_ca_system_score_gemma":0.0000324865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001260344,"about_ca_topic_score_gemma":0.00002880681,"domain_scores_codex":[0.9989427,0.00005269064,0.0002389726,0.0001908889,0.0003313459,0.0002433577],"domain_scores_gemma":[0.9993989,0.00008435122,0.0001513398,0.000173347,0.00006085929,0.0001312085],"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":[0.0005027695,0.0003675397,0.385687,0.0002047318,0.0001051313,0.0002851902,0.0006004254,1.081035e-7,0.6116519,5.462153e-7,0.000004781245,0.0005898537],"study_design_scores_gemma":[0.004826633,0.001185554,0.5283603,0.003199103,0.00009393311,0.0001672413,0.00002903933,0.00004479532,0.4619204,0.00004937753,0.000003610387,0.000119995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990845,0.00007330408,0.000004945531,0.00009617188,0.00001013855,0.0003105235,0.00007797874,0.00004444637,0.0002980149],"genre_scores_gemma":[0.9974523,0.000127104,0.0004185551,0.00003518749,0.00002643496,0.00004734987,0.00001966677,0.00002273473,0.001850709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497315,"threshold_uncertainty_score":0.3292155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268822983807959,"score_gpt":0.2005452989325915,"score_spread":0.1878570690945119,"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."}}