{"id":"W2994850091","doi":"10.1016/j.placenta.2019.12.007","title":"Early pregnancy immune profile and preterm birth classified according to uteroplacental lesions","year":2019,"lang":"en","type":"article","venue":"Placenta","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; Pennsylvania Department of Health; Cancer Institute, University of Pittsburgh; Richard King Mellon Foundation","keywords":"Medicine; Chorioamnionitis; Pregnancy; Obstetrics; Etiology; Placenta; Biomarker; Premature birth; Immune system; Gestation; Immunology; Internal medicine; Fetus; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006326712,0.0002460357,0.0002607812,0.0007590909,0.0001991364,0.0004457,0.0002684623,0.0002655015,0.001655306],"category_scores_gemma":[0.002243205,0.0001263984,0.0003115872,0.0007767743,0.000285467,0.0001853742,0.0003466091,0.0003534189,0.0001480359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070045,"about_ca_system_score_gemma":0.0002377388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482249,"about_ca_topic_score_gemma":0.0008648995,"domain_scores_codex":[0.9997024,0.00007432784,0.00003394303,0.00008443133,0.00005584994,0.00004890631],"domain_scores_gemma":[0.9986097,0.0002636426,0.0008118224,0.00009898418,0.00007860587,0.0001371812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171683,0.00001109044,0.9978099,0.00001345574,0.00004546236,0.00004566245,0.00002963782,0.00002712479,0.000484881,0.00001923403,0.00002491184,0.001317052],"study_design_scores_gemma":[0.000003198298,0.00006302449,0.9992168,0.000008449036,0.00003104916,0.0002796846,0.00004848513,0.00008779138,0.0001481261,0.0000512214,0.00006043661,0.000001748771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990221,0.000409998,0.0001425636,0.0000378064,0.000003084996,0.000005026913,0.0002171007,0.0000028367,0.0001594705],"genre_scores_gemma":[0.9996215,0.0001011561,0.0001056267,0.000008353045,0.000004211128,0.000003466626,0.0001013888,7.6301e-7,0.00005365539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655306,"threshold_uncertainty_score":0.00553757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473080477280449,"score_gpt":0.2505068265382961,"score_spread":0.2357760217654916,"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."}}