{"id":"W2059287036","doi":"10.4293/108680812x13462882736817","title":"Vaginal Cuff Dehiscence in Robotic-Assisted Total Hysterectomy","year":2012,"lang":"en","type":"article","venue":"JSLS Journal of the Society of Laparoscopic & Robotic Surgeons","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cuff; Dehiscence; Medicine; Hysterectomy; Surgery; Gynecology","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":[0.0004542778,0.0001561928,0.0002194155,0.0005238121,0.0002881674,0.0004109482,0.0002920189,0.0002822528,0.001169967],"category_scores_gemma":[0.003677289,0.0001629241,0.0003206548,0.0004712406,0.0002904742,0.0002480711,0.0003155551,0.0003496602,0.0001075291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871293,"about_ca_system_score_gemma":0.0003400595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658914,"about_ca_topic_score_gemma":0.002072725,"domain_scores_codex":[0.999505,0.0001119681,0.00006482451,0.00007190579,0.0001439627,0.0001023129],"domain_scores_gemma":[0.9973766,0.0005285022,0.001556678,0.0001401426,0.0001731612,0.0002249524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00007146275,0.00003741116,0.9904673,0.00003564756,0.00003533418,0.001626035,0.00007502035,0.0000844875,0.0003593783,0.00002053099,0.00007226543,0.007115209],"study_design_scores_gemma":[0.00001082435,0.0004117566,0.9719117,0.00003729857,0.00003189224,0.02607561,0.0003690348,0.0004217073,0.000278248,0.00004079329,0.0004029065,0.000008155872],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985994,0.0007445223,0.0002760688,0.00002778463,0.000006577599,0.000008417661,0.0000338646,0.000004248676,0.0002991613],"genre_scores_gemma":[0.9995764,0.0002070264,0.00009650583,0.00001399348,0.00001093223,0.000002495845,0.00004105955,9.205199e-7,0.00005065407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001658914,"threshold_uncertainty_score":0.003913999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446589254637693,"score_gpt":0.3016596411385225,"score_spread":0.2671937485921456,"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."}}