{"id":"W2718091346","doi":"10.1371/journal.pone.0177813","title":"In vivo immune signatures of healthy human pregnancy: Inherently inflammatory or anti-inflammatory?","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Child and Family Research Institute; Hospital for Sick Children; University of British Columbia; SickKids Foundation; University of Toronto; BC Children's Hospital; McMaster University; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs","keywords":"Pregnancy; Innate immune system; Immune system; Immunology; Medicine; Chemokine; Inflammation; Fetus; Biology","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":[0.0006090118,0.0001651358,0.0002943823,0.0002323736,0.0001687557,0.0006173198,0.0002158825,0.0003044316,0.0007674979],"category_scores_gemma":[0.0007383135,0.0001538846,0.0001321443,0.0002260437,0.0004706202,0.0002761634,0.000232176,0.0004065423,0.000206244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635706,"about_ca_system_score_gemma":0.0002699865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104602,"about_ca_topic_score_gemma":0.002261538,"domain_scores_codex":[0.999699,0.0000842765,0.00002064765,0.00006544091,0.00006002562,0.00007069233],"domain_scores_gemma":[0.9996017,0.00006311145,0.0001470954,0.00007843463,0.00005600399,0.00005375486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002878345,0.00012451,0.4876997,0.000372497,0.0001420723,0.0009217059,0.001824381,0.0002570265,0.4627654,0.0007439167,0.000626041,0.04164449],"study_design_scores_gemma":[0.00001206801,0.0006640246,0.9737236,0.00003598886,0.00006119998,0.001130058,0.0006454359,0.0002162984,0.01985765,0.0004878066,0.003152123,0.00001387312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921848,0.004348834,0.001291775,0.0002462059,0.00002411837,0.00001900282,0.0004173456,0.00001825592,0.001449611],"genre_scores_gemma":[0.9973349,0.001300745,0.000472479,0.0001282251,0.00001854271,0.00002171639,0.0002976458,0.000005555333,0.0004201722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104602,"threshold_uncertainty_score":0.004184663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321537239443376,"score_gpt":0.2748841478387383,"score_spread":0.2316687754443045,"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."}}