{"id":"W1964214627","doi":"10.1371/journal.pone.0096901","title":"Whole Blood Gene Expression Profile Associated with Spontaneous Preterm Birth in Women with Threatened Preterm Labor","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"University of Warwick; Canadian Institutes of Health Research; March of Dimes Foundation","keywords":"Fetal fibronectin; Medicine; Microarray; Pregnancy; Obstetrics; Gestation; Premature birth; Gestational age; Urine; Gene; Andrology; Gene expression; Gynecology; Preterm labor; Biology; Internal medicine; 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":[0.0001940897,0.000317865,0.0006409657,0.0001475599,0.00008718605,0.00004406498,0.0001659896,0.0001784359,0.0002143387],"category_scores_gemma":[0.000152484,0.0002284199,0.00002941625,0.0003036828,0.00008976303,0.000151181,0.00005213951,0.0003376662,0.00002672148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427331,"about_ca_system_score_gemma":0.0001284472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594549,"about_ca_topic_score_gemma":0.00007325588,"domain_scores_codex":[0.9977461,0.0001183039,0.0003040325,0.0005186109,0.0006389691,0.0006740352],"domain_scores_gemma":[0.9986761,0.00008409941,0.0001784624,0.0005572368,0.0001737035,0.0003304593],"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":[0.009585476,0.0040067,0.3393738,0.0006721689,0.0008028414,0.002553997,0.002773422,0.00000467078,0.638528,0.00000530931,0.00003920442,0.001654397],"study_design_scores_gemma":[0.01876756,0.01170701,0.3972951,0.006392544,0.0005047278,0.000467247,0.00015331,0.0004733448,0.5631748,0.00007801895,0.0001318019,0.0008545492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996323,0.0001076653,0.00000830042,0.0001792319,0.00001750355,0.001056653,0.0001327838,0.0002275004,0.001947389],"genre_scores_gemma":[0.9939936,0.00005084221,0.002070383,0.000341299,0.0001232493,0.0004179065,0.0001357138,0.00008284533,0.002784192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07535324,"threshold_uncertainty_score":0.9314691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149570418405325,"score_gpt":0.1937151164839028,"score_spread":0.1822194122998495,"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."}}