{"id":"W6925136161","doi":"10.17605/osf.io/ugwt6","title":"Serum LDH in preeclampsia: is it a useful biomarker? A meta-analysis","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; MEDLINE; Scopus; Gestational hypertension; Systematic review; Preeclampsia; Institutional review board; Pregnancy; Protocol (science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002727795,0.0004425439,0.002272794,0.002528342,0.0002047917,0.001408926,0.003431076,0.0006103474,0.1319881],"category_scores_gemma":[0.0003533036,0.0004265859,0.0006288121,0.0123433,0.0004165914,0.0007195186,0.0009441788,0.0004623547,0.0009657923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915778,"about_ca_system_score_gemma":0.0003144042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753867,"about_ca_topic_score_gemma":0.002740342,"domain_scores_codex":[0.9960686,0.00002846851,0.001147916,0.00191044,0.0001561179,0.0006884629],"domain_scores_gemma":[0.9963896,0.0000759739,0.001144105,0.002159134,0.0001023948,0.0001288536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001727771,0.0005511579,0.423938,0.0002113886,0.04266571,0.00005234261,0.001833572,0.0001378953,0.000001868591,0.08033713,0.4490467,0.001206982],"study_design_scores_gemma":[0.0002446959,0.00001220176,0.04487186,0.00007781763,0.002578486,0.00000296383,0.000163982,0.0007610078,0.000004820061,0.0132925,0.937002,0.0009876934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008656338,0.005070463,0.005285102,0.004379188,0.0009819344,0.0008954247,0.0005508728,0.00003752107,0.9819338],"genre_scores_gemma":[0.04764744,0.0005038941,0.02664196,0.006729654,0.0002264788,0.0003641955,0.00009807931,0.0002739789,0.9175143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4879553,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2111686059318787,"score_gpt":0.33902384291726,"score_spread":0.1278552369853813,"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."}}