{"id":"W4295753549","doi":"10.1080/14767058.2022.2122798","title":"Prediction of early-onset neonatal sepsis in umbilical cord blood analysis: an integrative review","year":2022,"lang":"en","type":"review","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neonatal sepsis; Umbilical cord; Sepsis; Procalcitonin; C-reactive protein; Cochrane Library; Internal medicine; Meta-analysis; Obstetrics; Immunology; Inflammation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006180216,0.001356539,0.005317512,0.01781623,0.0004117935,0.00247788,0.001978269,0.001493748,0.002403313],"category_scores_gemma":[0.02608825,0.0007069508,0.004804485,0.01234342,0.0006408542,0.001867627,0.001292304,0.0008923787,0.0002168064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996278,"about_ca_system_score_gemma":0.007192702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005997731,"about_ca_topic_score_gemma":0.008877608,"domain_scores_codex":[0.9959943,0.001431546,0.001365768,0.0003535975,0.0007493045,0.0001053761],"domain_scores_gemma":[0.9753408,0.01917672,0.003085536,0.0002737363,0.001951977,0.0001711868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002366597,0.00006323097,0.002815571,0.8123745,0.007559113,0.0001668194,0.0003047408,0.0002703221,0.0001980429,0.0005146884,0.001812865,0.1736835],"study_design_scores_gemma":[0.0001892774,0.0003436593,0.0151691,0.8747712,0.07448969,0.000894401,0.0006121119,0.0004045845,0.0003190362,0.0005136904,0.03222294,0.00007037327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004570953,0.9991634,0.00005031968,0.0001142476,0.00004157623,0.00003412523,0.00004606794,0.000002261227,0.00009085484],"genre_scores_gemma":[0.006166026,0.9930885,0.0003541626,0.0001492997,0.00006687517,0.0000844218,0.00006122138,0.000001372937,0.00002808458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01781623,"threshold_uncertainty_score":0.03268445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05101091700661139,"score_gpt":0.3549237696440214,"score_spread":0.30391285263741,"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."}}