{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313776,0.0001376534,0.0002453671,0.0003554501,0.0001183408,0.0002532452,0.000112205,0.0002346534,0.0004415174],"category_scores_gemma":[0.001014372,0.0001366093,0.0001903627,0.0003917263,0.0001739636,0.0001080051,0.0001333857,0.0002143628,0.00007862976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223859,"about_ca_system_score_gemma":0.0001086376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392723,"about_ca_topic_score_gemma":0.001185337,"domain_scores_codex":[0.9998878,0.00003725832,0.000007081612,0.00003050712,0.0000152656,0.00002208687],"domain_scores_gemma":[0.999568,0.0001859121,0.0001559241,0.0000272976,0.00002475284,0.00003797501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000546583,0.00001368356,0.9885575,0.00001487922,0.00002842763,0.0001451945,0.00009990699,0.00008860745,0.008106939,0.00001765567,0.00004246193,0.002338314],"study_design_scores_gemma":[0.000001967799,0.00006318398,0.9991617,0.000002051987,0.00001264338,0.0001596247,0.00007228344,0.0002288554,0.0002348537,0.00002368889,0.00003770654,0.00000142845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996312,0.0001127924,0.00007977319,0.00001238338,0.000001061642,0.000001249125,0.0001049494,0.000001183735,0.00005536409],"genre_scores_gemma":[0.999534,0.00008325312,0.0001302492,0.000009562997,0.000003165911,0.000005854943,0.0001594818,0.000001178962,0.00007319499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392723,"threshold_uncertainty_score":0.002769232,"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."}}