{"id":"W4283774087","doi":"10.1016/j.jmig.2022.06.023","title":"vNOTES Hysterectomy, Adnexectomy, and Uterosacral Ligament Suspension: A Walk-Through Guide","year":2022,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Uterosacral ligament; Hysterectomy; Surgery; Vaginal Vault Prolapse; Vaginal vault; Cystoscopy; Abdominal hysterectomy; Uterine prolapse; Vagina; Anatomy","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":[0.0007970865,0.001825216,0.0009364113,0.004462364,0.001019334,0.001750474,0.001515492,0.004006221,0.012278],"category_scores_gemma":[0.0014347,0.0007133166,0.001436624,0.0007090961,0.001201598,0.003845864,0.001577596,0.005999408,0.006001624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083668,"about_ca_system_score_gemma":0.002194638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636375,"about_ca_topic_score_gemma":0.01732326,"domain_scores_codex":[0.9995295,0.00009230181,0.0000774099,0.00008214152,0.0001695199,0.00004912398],"domain_scores_gemma":[0.9994764,0.0001586816,0.00005073506,0.00002841312,0.0001016867,0.0001841264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002231723,0.0006940644,0.005931269,0.0009159575,0.0001324285,0.03402403,0.0002371125,0.00269382,0.004615968,0.009101492,0.1641296,0.777301],"study_design_scores_gemma":[0.0002291952,0.001241021,0.01809139,0.004720954,0.0001721109,0.3046816,0.001498335,0.005415413,0.002563869,0.04212782,0.61888,0.000378325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03236968,0.3050894,0.3430882,0.1254783,0.01842023,0.001292577,0.001937362,0.007104218,0.1652201],"genre_scores_gemma":[0.08151753,0.3564823,0.3599051,0.0426309,0.02713282,0.0008364688,0.001984425,0.001299959,0.1282105],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.012278,"threshold_uncertainty_score":0.04107398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508698858988821,"score_gpt":0.2967502311335874,"score_spread":0.2716632425436992,"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."}}