{"id":"W2143981838","doi":"10.4103/0974-1216.51908","title":"Total laparoscopic hysterectomy for large uterus","year":2009,"lang":"en","type":"article","venue":"Journal of gynecological endoscopy and surgery","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hysterectomy; Laparoscopy; Laparoscopic hysterectomy; Uterus; Uterine artery; Retrospective cohort study; Blood loss; Surgery; Obstetrics; Pregnancy; Internal medicine; Gestation","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":[],"consensus_categories":[],"category_scores_codex":[0.0003191848,0.0001238058,0.0006232586,0.00009862534,0.00006567072,0.00002197728,0.00003220179,0.00009993338,0.0001299017],"category_scores_gemma":[0.0003055897,0.00008005749,0.0002486517,0.00006456382,0.00002092637,0.00009440588,0.0000122762,0.0001469484,0.000003168974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003556941,"about_ca_system_score_gemma":0.00006027151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.886672e-7,"about_ca_topic_score_gemma":5.121954e-7,"domain_scores_codex":[0.9990306,0.00003749805,0.0004137857,0.0001235426,0.000132689,0.000261808],"domain_scores_gemma":[0.998842,0.0006267281,0.0001839841,0.00007763059,0.00007784143,0.0001918291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007934102,0.007842567,0.7358136,0.0004048137,0.001081867,0.006139993,0.0002776605,0.000002615481,0.01459679,0.001715394,0.01730909,0.2068815],"study_design_scores_gemma":[0.007900563,0.008517798,0.9550822,0.0001871131,0.0002392317,0.001528352,0.00005120868,0.00005067825,0.002865159,0.0007214757,0.02267706,0.0001791303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968724,0.0006550389,0.0001853134,0.001487695,0.0003408119,0.0001614265,0.000007134265,0.00001371216,0.0002765116],"genre_scores_gemma":[0.996462,0.0001994912,0.001734968,0.001175113,0.0002035133,0.000005196536,0.000005135584,0.000005950182,0.000208564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192686,"threshold_uncertainty_score":0.326465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619336170677726,"score_gpt":0.3037713259261823,"score_spread":0.277577964219405,"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."}}