{"id":"W4410133444","doi":"10.3389/fsurg.2025.1522022","title":"Conversion to laparotomy during laparoscopic hysterectomy: a meta-analysis of prevalence and key risk factors","year":2025,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparotomy; Hysterectomy; Laparoscopy; Laparoscopic hysterectomy; Meta-analysis; Key (lock); General surgery; Surgery; 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":[0.02634267,0.004267685,0.02052635,0.009585851,0.0007170024,0.005561384,0.00269874,0.003189227,0.002898105],"category_scores_gemma":[0.05528609,0.00212379,0.07417814,0.00802945,0.00087349,0.002266836,0.001744528,0.002852466,0.0002950249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588196,"about_ca_system_score_gemma":0.002432609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00542638,"about_ca_topic_score_gemma":0.007257131,"domain_scores_codex":[0.981156,0.01058023,0.004340065,0.002008293,0.001441849,0.0004736257],"domain_scores_gemma":[0.9642237,0.02808013,0.004835556,0.001189317,0.00134221,0.0003290769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001824337,0.00001951719,0.004913846,0.07034907,0.9173793,0.00009948924,0.00003244283,0.0006188177,0.0001028678,0.00006629189,0.0001850757,0.004408875],"study_design_scores_gemma":[0.0003256522,0.0001577384,0.002967288,0.005780294,0.9897169,0.00008969572,0.00002175473,0.0002148807,0.00006845995,0.0001579023,0.0004849362,0.00001444703],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009719576,0.9872581,0.001324178,0.0002821753,0.0002455513,0.0003156786,0.0004701184,0.00003494261,0.000349588],"genre_scores_gemma":[0.3321897,0.6568953,0.005400874,0.001256986,0.000588076,0.001908111,0.001252276,0.00006873758,0.0004398905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02634267,"threshold_uncertainty_score":0.1393151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220331895133025,"score_gpt":0.2814883745812822,"score_spread":0.2492850556299519,"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."}}