{"id":"W3177433525","doi":"10.1080/08941939.2021.1939467","title":"vNOTES Hysterectomy: Can It Be Considered the Optimal Approach for Obese Patients?","year":2021,"lang":"en","type":"letter","venue":"Journal of Investigative Surgery","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; Hysterectomy; General surgery; Gynecology; Surgery","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":[0.0007315274,0.0002617727,0.0006884112,0.0006452617,0.0010195,0.001068509,0.000588836,0.005757137,0.006052187],"category_scores_gemma":[0.006439396,0.0001359331,0.0005195331,0.0004191495,0.0009000847,0.002003995,0.000494348,0.006913876,0.002252819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193849,"about_ca_system_score_gemma":0.001696399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593402,"about_ca_topic_score_gemma":0.003862918,"domain_scores_codex":[0.9995725,0.0001084475,0.0000574586,0.00006036784,0.0001262603,0.00007502503],"domain_scores_gemma":[0.9988829,0.0005102585,0.0001388107,0.00002932576,0.0001699909,0.0002685733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007035272,0.0001486499,0.01574212,0.00147784,0.00009573614,0.02698104,0.0005515596,0.0003306315,0.001163661,0.01571503,0.6448881,0.2922022],"study_design_scores_gemma":[0.0003826174,0.0004846305,0.02030492,0.007968955,0.0002440836,0.09305921,0.003691214,0.001225019,0.0007742556,0.07259672,0.799082,0.0001863717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007042697,0.04819858,0.0004914743,0.9199345,0.01629343,0.00001859007,0.0001204519,0.00001993153,0.007880383],"genre_scores_gemma":[0.1339053,0.133949,0.002432315,0.5719012,0.1463501,0.0001060733,0.0004043862,0.00006344377,0.01088808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006052187,"threshold_uncertainty_score":0.02024662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387821136776205,"score_gpt":0.3018179303563809,"score_spread":0.1630358166787604,"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."}}