{"id":"W3112692269","doi":"10.1016/j.jmig.2020.11.029","title":"Meta-analysis of Laparoendoscopic Single-site and Vaginal Natural Orifice Transluminal Endoscopic Hysterectomy Compared with Multiport Hysterectomy: Real Benefits or Diminishing Returns?","year":2020,"lang":"en","type":"review","venue":"Journal of Minimally Invasive Gynecology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Hysterectomy; CINAHL; Randomized controlled trial; Meta-analysis; Perioperative; Laparoscopy; General surgery; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008933078,0.002826877,0.0149368,0.00174798,0.0004882102,0.002790827,0.002369466,0.002942369,0.008015106],"category_scores_gemma":[0.02352689,0.001520119,0.03727084,0.003023627,0.0008484538,0.001746732,0.001407273,0.003513222,0.0006495274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132051,"about_ca_system_score_gemma":0.001554062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053206,"about_ca_topic_score_gemma":0.01199082,"domain_scores_codex":[0.9946525,0.002562524,0.001203085,0.000907494,0.0003977185,0.0002766786],"domain_scores_gemma":[0.9864753,0.01051087,0.001708179,0.0004973664,0.0005495467,0.0002586975],"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":[0.01175432,0.00002675118,0.005389849,0.07701718,0.896742,0.0001179679,0.00006495434,0.0002562588,0.0002067105,0.0001080645,0.0007490569,0.007566916],"study_design_scores_gemma":[0.002179962,0.0002439716,0.003800791,0.002201395,0.9903272,0.00004550786,0.0000349587,0.00008703955,0.00004216414,0.000158395,0.000861057,0.00001754069],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01488667,0.9822795,0.0006284621,0.0003356228,0.0006880962,0.0000943105,0.0006174691,0.00003810114,0.0004317732],"genre_scores_gemma":[0.5024544,0.4879121,0.002075716,0.00288642,0.001336438,0.0003497047,0.001535217,0.0001188503,0.001331257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0149368,"threshold_uncertainty_score":0.04724324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536604278812493,"score_gpt":0.3455990963320407,"score_spread":0.1919386684507915,"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."}}