{"id":"W4409634603","doi":"10.3390/healthcare13080956","title":"The Role of Lactic Acid in Episiotomy Wound Healing: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Healthcare","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Episiotomy; Medicine; Randomized controlled trial; Cochrane Library; Childbirth; Wound care; Lactic acid; Surgery; Pregnancy; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001190005,0.0003880653,0.00456261,0.0002191992,0.0001402264,0.00001499328,0.0002143326,0.0003135977,0.000007208643],"category_scores_gemma":[0.0009074155,0.0002162394,0.0005485882,0.0007475535,0.00004142318,0.0000181063,0.00005038913,0.0007243156,0.00004963767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006266481,"about_ca_system_score_gemma":0.002360978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006107384,"about_ca_topic_score_gemma":0.0002241058,"domain_scores_codex":[0.9960172,0.0008703093,0.001900022,0.0003834915,0.0004021334,0.0004269088],"domain_scores_gemma":[0.996776,0.0009929508,0.0007796887,0.001093211,0.0001808032,0.0001772962],"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":[0.00000684311,0.00005856368,0.00004962251,0.8575252,0.0001445625,0.00002941836,0.00003930524,2.098282e-9,2.508561e-9,0.0003234356,0.00007389113,0.1417491],"study_design_scores_gemma":[0.0001795825,0.00008926047,0.000004380002,0.7675332,0.001988854,0.00009293855,0.00006094842,5.274829e-7,1.440114e-7,0.0001002524,0.2298595,0.00009036409],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.154119e-7,0.9903337,3.513352e-7,0.001508407,0.0002217803,0.00717933,0.00003728034,0.00003378024,0.0006847662],"genre_scores_gemma":[0.00008030646,0.9971714,0.00004091675,0.0004922649,0.0000737681,0.001301605,0.0001153333,0.00003869601,0.0006857349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2297856,"threshold_uncertainty_score":0.8817984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361684859330276,"score_gpt":0.4266953161583197,"score_spread":0.3730784675650169,"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."}}