{"id":"W4415837003","doi":"10.14740/cii508","title":"Are Intrapartum Antibiotics Warranted for Isolated Thick-Meconium-Stained Amniotic Fluid? A Report of a Near-Miss Case","year":2025,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Amniotic fluid; Pregnancy; Maternal morbidity; Intensive care unit; Fetus; Adverse effect; Diarrhea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008235056,0.0001442599,0.0004918791,0.000111663,0.0003081144,0.00003768082,0.00003492322,0.0002486418,0.00006757102],"category_scores_gemma":[0.002255795,0.0001227976,0.0002220617,0.0003234686,0.0004237588,0.00009181744,0.00006779614,0.0004378144,0.000004669921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000026984,"about_ca_system_score_gemma":0.0001129261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007880427,"about_ca_topic_score_gemma":0.0001609043,"domain_scores_codex":[0.9985573,0.0001307556,0.0008517582,0.0002270719,0.00006199962,0.000171062],"domain_scores_gemma":[0.9982185,0.000409266,0.0003221007,0.0003439972,0.0005832785,0.0001228401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008644766,0.009132233,0.8920003,0.006366154,0.003383101,0.003914624,0.0005998265,0.00002941835,0.0257436,0.003031208,0.01504072,0.03211401],"study_design_scores_gemma":[0.01725528,0.0082541,0.7764658,0.003030303,0.00233097,0.03080452,0.001039629,0.03987359,0.03692352,0.004315352,0.07879241,0.0009145551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892952,0.00008266051,0.007543943,0.0007972748,0.001058715,0.0005358079,0.00002420179,0.0001087561,0.0005534243],"genre_scores_gemma":[0.9977115,0.0001930388,0.0002342368,0.0006379925,0.00008406638,0.000004237387,0.00004063945,0.00001188705,0.001082378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155346,"threshold_uncertainty_score":0.5007542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301135281285222,"score_gpt":0.3988166803597357,"score_spread":0.3458053275468835,"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."}}