{"id":"W4410757252","doi":"10.1089/gyn.2025.0027","title":"Impact of Peritoneal Closure on Postoperative Inflammatory Response and Infection Risk in Total Laparoscopic Hysterectomy","year":2025,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Hysterectomy; Closure (psychology); Inflammatory response; Laparoscopy; Inflammation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000466104,0.0001874139,0.0002529197,0.0003948589,0.0002306129,0.0004118071,0.0001564174,0.000233415,0.0009369548],"category_scores_gemma":[0.003678107,0.0001041507,0.0003648322,0.0003472749,0.0002572217,0.0002571086,0.0003019923,0.0003410116,0.00006525503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960529,"about_ca_system_score_gemma":0.0004544422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008453312,"about_ca_topic_score_gemma":0.001116537,"domain_scores_codex":[0.99959,0.0001228164,0.00006287306,0.0000589325,0.00009084874,0.00007460851],"domain_scores_gemma":[0.9975852,0.0004360284,0.001549744,0.00007012103,0.0001159916,0.000242969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003344859,0.0000630544,0.9943683,0.00004984176,0.00004017782,0.000247385,0.00004169339,0.00003372096,0.0003817725,0.000006630767,0.00003159609,0.00440129],"study_design_scores_gemma":[0.000009920097,0.0004199176,0.9980133,0.00002595143,0.00004340717,0.0009104925,0.0001966641,0.0001158764,0.0001263032,0.00001358407,0.000120525,0.000004089263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985661,0.001122833,0.0000673886,0.00003547325,0.000009441108,0.000005868142,0.00003363451,0.000001377678,0.0001579686],"genre_scores_gemma":[0.9994051,0.0003951253,0.0000826845,0.00001323544,0.00001816509,0.000004569458,0.00004306832,5.838858e-7,0.00003739828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009369548,"threshold_uncertainty_score":0.003134429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305750056283777,"score_gpt":0.3046179701653907,"score_spread":0.2915604696025529,"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."}}