{"id":"W2121556836","doi":"10.14740/jcgo.v4i2.329","title":"A Study of Various Factors Influencing Fetal Scalp Lactate and Their Correlation With Composite Fetal and Neonatal Outcomes","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scalp; Medicine; Fetus; Gestational age; Obstetrics; Fetal distress; Cardiotocography; Pregnancy; Internal medicine; Surgery; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001816979,0.0003581752,0.0003538402,0.001540943,0.000229658,0.000530937,0.0002586456,0.0002951698,0.001132459],"category_scores_gemma":[0.008117672,0.0001397397,0.0005662323,0.001661305,0.000346747,0.0005274608,0.0003929731,0.0004353678,0.0001545628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766452,"about_ca_system_score_gemma":0.0005840504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927008,"about_ca_topic_score_gemma":0.001059604,"domain_scores_codex":[0.9992332,0.000238185,0.0001187263,0.0001479906,0.0001635135,0.00009827868],"domain_scores_gemma":[0.9928811,0.002604734,0.003165345,0.0002667583,0.0006017089,0.0004803718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052184,0.000008740998,0.9982778,0.0000130976,0.00004422839,0.00005273855,0.00001748722,0.00003562351,0.0001091272,0.000007960751,0.00001347868,0.001314564],"study_design_scores_gemma":[0.000003975318,0.0001666039,0.9987685,0.00001054881,0.00004902357,0.0004764484,0.00008192719,0.0001864262,0.0001499147,0.00002387451,0.00007914459,0.000003620707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982598,0.0007942969,0.0003525242,0.00002802799,0.000005428766,0.00001087164,0.0002696113,0.000004692376,0.000274701],"genre_scores_gemma":[0.9991615,0.0002365821,0.0003001476,0.000006688463,0.0000104806,0.00001012568,0.0002196438,0.000001870084,0.00005301144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001927008,"threshold_uncertainty_score":0.009609163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074741301474548,"score_gpt":0.3308697267202695,"score_spread":0.280122313705524,"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."}}