{"id":"W1990831623","doi":"10.1007/s10397-009-0481-7","title":"Twenty-first century laparoscopic hysterectomy: should we not leave the vaginal step out?","year":2009,"lang":"en","type":"article","venue":"Gynecological Surgery","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood loss; Hysterectomy; Dysfunctional uterine bleeding; Laparoscopy; Surgery; Interventional radiology; Retrospective cohort study; Uterus; Complication; Bladder injury; Uterine myomectomy; Obstetrics; Endometrium; Myoma","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":[0.001906762,0.00009284089,0.0003051161,0.0003659654,0.0004174534,0.001240928,0.0006133187,0.0007766759,0.001621162],"category_scores_gemma":[0.009255071,0.00008881409,0.0001662742,0.0006575728,0.001250727,0.001725578,0.0005368748,0.0009953129,0.0002815175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005835186,"about_ca_system_score_gemma":0.001529663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00490316,"about_ca_topic_score_gemma":0.014523,"domain_scores_codex":[0.9993192,0.0002045912,0.00008870683,0.00007782363,0.0001989425,0.0001107265],"domain_scores_gemma":[0.9956837,0.001102493,0.00169212,0.000135865,0.0005105798,0.0008752841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004766421,0.000102458,0.8429418,0.0003828784,0.0001383657,0.00123579,0.001924108,0.00007959255,0.000311899,0.001302105,0.008254339,0.14285],"study_design_scores_gemma":[0.0001728083,0.0008940303,0.9075047,0.001961827,0.0001668278,0.008778289,0.02464705,0.0003377243,0.0002725448,0.005337211,0.04985886,0.00006818645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8592517,0.0486989,0.0004431895,0.08700775,0.001744046,0.00001599131,0.0001711784,0.00001309122,0.002654069],"genre_scores_gemma":[0.9684756,0.01768075,0.0006226128,0.01066349,0.001664355,0.00001633907,0.0001341283,0.00001593306,0.0007267459],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00490316,"threshold_uncertainty_score":0.01008409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041266467584446,"score_gpt":0.2961817550119368,"score_spread":0.2357690903360923,"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."}}