{"id":"W6977219498","doi":"10.6084/m9.figshare.20622596.v1","title":"Apelin levels in pregnant women with and without gestational diabetes mellitus: a collaborative systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Apelin-related biomedical research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apelin; Glycated hemoglobin; Gestational diabetes; Observational study; Confidence interval; Diabetes mellitus; Meta-analysis; Gestation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005824433,0.0001662604,0.001403674,0.0002461628,0.00008351538,0.0000261269,0.00009794675,0.00004531244,0.0928563],"category_scores_gemma":[0.002047396,0.0001018548,0.00007030479,0.00166497,0.00003400508,0.00006693233,0.0001535529,0.00032914,0.00004056748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137227,"about_ca_system_score_gemma":0.0002756433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003531981,"about_ca_topic_score_gemma":0.00001035829,"domain_scores_codex":[0.9977913,0.0003772101,0.0004022289,0.0003547698,0.0007945688,0.0002798735],"domain_scores_gemma":[0.9986593,0.0004767526,0.0001637573,0.0002270885,0.0002496087,0.0002234678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002565099,0.00062071,0.001452682,0.7931816,0.1817064,0.0003655478,0.006166221,0.00005742765,0.00009557197,0.000033393,0.01575674,0.0003072133],"study_design_scores_gemma":[0.00934598,0.005654791,0.06378407,0.1601713,0.7315924,0.0001972806,0.009452347,0.008179605,0.0001261695,0.0002516577,0.009011262,0.002233112],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01922271,0.6946501,0.000003767042,0.006349364,0.000005306946,0.009344136,0.2700692,0.00007524833,0.0002802193],"genre_scores_gemma":[0.9374144,0.001440891,0.0005795513,0.004729865,0.00001830587,0.02052337,0.0311737,0.00007318589,0.004046702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9181917,"threshold_uncertainty_score":0.9079729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237220209782831,"score_gpt":0.3397937252399165,"score_spread":0.2674215231420882,"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."}}