{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002941084,0.0003026641,0.0006737829,0.00007390675,0.0002104272,0.00005372725,0.000142872,0.0002014575,0.001038847],"category_scores_gemma":[0.0002472,0.000162035,0.0003091575,0.0001754521,0.0001049334,0.00007182858,0.00007797213,0.0003699953,0.0004296133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583099,"about_ca_system_score_gemma":0.00006240838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549665,"about_ca_topic_score_gemma":0.00002948406,"domain_scores_codex":[0.9980897,0.0001147203,0.0003988335,0.0004331229,0.0003559404,0.0006076642],"domain_scores_gemma":[0.9982443,0.0009261086,0.0001152703,0.0004331381,0.00004901141,0.0002321484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007813031,0.003352341,0.7588236,0.0001149293,0.000391712,0.002743199,0.0002765701,0.000002627409,0.0004786425,0.000637251,0.0364693,0.1959286],"study_design_scores_gemma":[0.001251176,0.0005776104,0.7357898,0.00007640069,0.0001306887,0.000061943,0.0000549348,0.00001949114,0.0004511706,0.00009607,0.2612943,0.0001963938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679344,0.0006286696,0.00001933108,0.02538341,0.001055745,0.0005008672,0.00001425288,0.0001837125,0.00427957],"genre_scores_gemma":[0.9922224,0.0005484962,0.000117603,0.005134323,0.0002977009,0.00004986805,0.00003889357,0.00001629723,0.001574469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224825,"threshold_uncertainty_score":0.9998744,"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."}}