{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003749902,0.0002556589,0.0007597217,0.0001719688,0.000385129,0.00002415308,0.0006613689,0.0003727316,0.0009524063],"category_scores_gemma":[0.0002448917,0.0002138307,0.00009860616,0.0000648615,0.0003744132,0.0003282282,0.0002044833,0.0004143901,0.0001499031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135705,"about_ca_system_score_gemma":0.0001264492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001711179,"about_ca_topic_score_gemma":0.0001788268,"domain_scores_codex":[0.997951,0.0003048972,0.0007326815,0.0004841519,0.00009565488,0.0004315998],"domain_scores_gemma":[0.9976238,0.00006866883,0.0007279769,0.001401504,0.0001481818,0.00002988476],"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":[0.0001771911,0.0008596563,0.1009955,0.0009278758,0.000377,0.00003323382,0.0007909401,7.647222e-7,0.894316,0.001043619,0.0002845592,0.0001936051],"study_design_scores_gemma":[0.002157168,0.0003607351,0.2224074,0.003527724,0.0000563859,0.000006481029,0.00007401221,1.881592e-7,0.7701913,0.0002416317,0.0007042988,0.0002727302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718778,0.02339132,0.000001286889,0.0002365401,0.0004297226,0.0009580865,0.00003142813,0.000055286,0.003018596],"genre_scores_gemma":[0.9921898,0.00029853,0.00004589207,0.00002281219,0.00008662731,0.0001033758,0.00001195444,0.00003325201,0.00720778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241247,"threshold_uncertainty_score":0.9999608,"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."}}