{"id":"W2054074917","doi":"10.1159/000358550","title":"Hierarchical Maturation of Innate Immune Defences in Very Preterm Neonates","year":2014,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Child and Family Research Institute","funders":"Canadian Institutes of Health Research","keywords":"TLR5; Immunology; TLR4; Biology; Chorioamnionitis; Innate immune system; Immune system; Toll-like receptor; Gestation; TLR7; TLR2; Pregnancy","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":[0.0001338308,0.00008697095,0.0002754215,0.0001655538,0.00002619023,0.000003813883,0.00006547052,0.0001120463,0.00008848365],"category_scores_gemma":[0.0001043662,0.00007075509,0.00005599584,0.0001391228,0.0001434684,0.00006372622,0.00004374059,0.0002016219,0.00002692488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001604558,"about_ca_system_score_gemma":0.00002961717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003179215,"about_ca_topic_score_gemma":0.00008595092,"domain_scores_codex":[0.9992222,0.00006628338,0.0002836655,0.000151891,0.0000967505,0.0001792118],"domain_scores_gemma":[0.9995703,0.0001317238,0.00007058467,0.0001348701,0.00004911983,0.00004340566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003237672,0.0006306965,0.2952342,0.0008687752,0.0001638437,0.0002269564,0.00135941,0.00008077083,0.1865569,0.2443896,0.0002486401,0.2670026],"study_design_scores_gemma":[0.003305869,0.001106915,0.8398044,0.0002748657,0.00006348359,0.001132081,0.00006941093,0.00232377,0.07830791,0.04911527,0.0242167,0.0002793208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934562,0.0003498962,0.0002424438,0.001253883,0.0003548163,0.000128762,0.000002710175,0.00003316987,0.004178052],"genre_scores_gemma":[0.9989072,0.00006197675,0.0005011783,0.0002521963,0.00004161381,0.00001630491,0.00001693461,0.000007557581,0.0001950364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445702,"threshold_uncertainty_score":0.2885309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008411577610763442,"score_gpt":0.257249765871278,"score_spread":0.2488381882605146,"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."}}