{"id":"W2279623985","doi":"10.1111/1471-0528.13728","title":"Does oral carbohydrate supplementation improve labour outcome? A systematic review and individual patient data meta‐analysis","year":2016,"lang":"en","type":"review","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Meta-analysis; Outcome (game theory); Medicine; Psychology; Internal medicine; Economics; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001643992,0.000456628,0.005072173,0.001674487,0.0000686902,0.0001106703,0.001242542,0.0002454292,0.003806417],"category_scores_gemma":[0.002085087,0.0002210489,0.001447196,0.0005819529,0.00007021214,0.0004694465,0.0004870569,0.0005395149,0.00002404934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940563,"about_ca_system_score_gemma":0.0003800665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006459907,"about_ca_topic_score_gemma":0.00003780935,"domain_scores_codex":[0.9938705,0.0007849078,0.003611171,0.0004935173,0.0009268546,0.0003130339],"domain_scores_gemma":[0.9926062,0.001142995,0.00402338,0.0007034379,0.001179211,0.0003448122],"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":[0.00002241465,0.0004603133,0.0005243652,0.6370748,0.2143538,0.0009498305,0.00007191132,3.169557e-7,1.045945e-7,0.0003567811,0.0001512157,0.1460342],"study_design_scores_gemma":[0.001195951,0.001321413,0.0005865658,0.017686,0.7153671,0.0008281742,0.00005526343,0.00001242904,7.447154e-7,0.00009974956,0.2623915,0.0004551805],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006193197,0.9854851,0.0001500968,0.0004650791,0.004064715,0.001383714,0.008343084,0.00001289902,0.00003343322],"genre_scores_gemma":[0.001315267,0.9946345,0.0006093228,0.0007153528,0.0001417462,0.0001262861,0.001096376,0.00004015144,0.001320984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6193888,"threshold_uncertainty_score":0.9971042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567457647712214,"score_gpt":0.4465612794656428,"score_spread":0.2898155146944214,"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."}}