{"id":"W3185869533","doi":"10.1177/10935266211033271","title":"Vitelline Vessel Remnant-Derived Funisitis Is a Sensitive and Specific Predictor of Histological Evidence of Amniotic Fluid Infection","year":2021,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Chorioamnionitis; Medicine; Amniotic fluid; Placenta; Pathology; Umbilical cord; Fetus; Pregnancy; Anatomy; 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":[0.001346106,0.0004311343,0.0002585245,0.001496316,0.0001960845,0.0006027415,0.0003950454,0.0006052591,0.00204851],"category_scores_gemma":[0.00791608,0.0002738261,0.0002245641,0.000417804,0.0004957535,0.0004332575,0.0004827241,0.0004183733,0.0003942387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095064,"about_ca_system_score_gemma":0.0002015444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008360649,"about_ca_topic_score_gemma":0.0007665977,"domain_scores_codex":[0.9994259,0.0001940796,0.00008687467,0.00009718059,0.0001206012,0.00007543917],"domain_scores_gemma":[0.9952761,0.001766914,0.001750941,0.0002039583,0.0004606131,0.000541479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008189124,0.00001160581,0.9976545,0.00001186375,0.00001191137,0.00009329913,0.00001574027,0.00004466354,0.0008091318,0.000005801808,0.00003387754,0.001225834],"study_design_scores_gemma":[0.000005436616,0.0001348321,0.9950027,0.00001954321,0.00003068738,0.002624952,0.00009426013,0.000634035,0.001239666,0.00002194708,0.0001878038,0.000004144365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998083,0.0008846408,0.0002516878,0.00003520585,0.00001102873,0.0000126205,0.00007226031,0.00001667891,0.0006328516],"genre_scores_gemma":[0.9993209,0.0001752343,0.0003163746,0.000006372902,0.00001101243,0.000005131369,0.00007594039,0.000001367219,0.00008778126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00204851,"threshold_uncertainty_score":0.007119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334686328767855,"score_gpt":0.2737277116959712,"score_spread":0.2403808484082927,"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."}}