{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001425487,0.0001102798,0.0003771375,0.000402257,0.0001387721,0.0002685182,0.00009175629,0.00019897,0.000504141],"category_scores_gemma":[0.0006914848,0.0001029184,0.0001099358,0.0004764544,0.0001643596,0.0001070274,0.000146826,0.0001911712,0.0001368534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116671,"about_ca_system_score_gemma":0.00008161367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003347895,"about_ca_topic_score_gemma":0.0003493943,"domain_scores_codex":[0.9998635,0.00003605964,0.000009871628,0.00004009629,0.00002416178,0.00002622159],"domain_scores_gemma":[0.9997552,0.0001046672,0.00007628269,0.00001294519,0.00003006785,0.00002086216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002819278,0.0001091301,0.8678123,0.0001333062,0.00007620865,0.0008514936,0.0004448273,0.0002755309,0.1079897,0.00005190148,0.0002422486,0.01919397],"study_design_scores_gemma":[0.000007359064,0.0003844134,0.9941213,0.000009522983,0.00003654538,0.0009435444,0.0003289884,0.0006776896,0.003072434,0.00008448985,0.0003273023,0.000006416701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989958,0.0004400356,0.0001873994,0.00002626132,0.000004234677,0.000004708436,0.000199432,0.000003225741,0.000138889],"genre_scores_gemma":[0.9986973,0.0002770502,0.000446717,0.00002939961,0.000008505586,0.00002121269,0.0003124108,0.000002143368,0.0002053936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000504141,"threshold_uncertainty_score":0.001686513,"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."}}