{"id":"W2977716260","doi":"10.1016/j.ajog.2019.09.036","title":"Incidence of adverse events in minimally invasive vs open radical hysterectomy in early cervical cancer: results of a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; Medtronic","keywords":"Medicine; Cervical cancer; Radical Hysterectomy; Hysterectomy; Cervix; Adverse effect; Randomized controlled trial; Surgery; Incidence (geometry); Cervical conization; Cancer; Cervical intraepithelial neoplasia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001867621,0.0001816902,0.004267086,0.0008630676,0.00001071489,0.000003001217,0.0002940582,0.0001114036,0.00007828136],"category_scores_gemma":[0.02177802,0.0001227677,0.0003561997,0.001246405,0.0003091024,0.0001122362,0.0001277287,0.000342078,0.000001444633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436693,"about_ca_system_score_gemma":0.0008307538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001850544,"about_ca_topic_score_gemma":0.0002315024,"domain_scores_codex":[0.9960483,0.0008334968,0.002185314,0.0002399038,0.0004308004,0.0002621294],"domain_scores_gemma":[0.975542,0.02163156,0.002150208,0.0001627024,0.000324809,0.0001886825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7327276,0.0006932748,0.2606626,0.00004369434,0.0003747681,0.0001422841,0.0004046471,0.00001459043,0.0001284228,0.00002299986,0.00000216853,0.004782898],"study_design_scores_gemma":[0.8381552,0.01179058,0.1488303,0.0002848744,0.00027581,0.00001815029,0.000256286,0.00003083293,0.0001176616,0.0001261243,0.00002772924,0.00008653291],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949806,0.0009419574,0.000002589152,0.0004614652,0.0006695238,0.002606029,0.00001308653,0.000001345672,0.0003234483],"genre_scores_gemma":[0.9977471,0.001407049,0.000479553,0.0001885484,0.0000368892,0.00006919095,0.000002066044,0.00001097758,0.00005862047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118324,"threshold_uncertainty_score":0.9864619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407882173016892,"score_gpt":0.297586785665253,"score_spread":0.2835079639350841,"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."}}