{"id":"W4312139596","doi":"10.1136/ijgc-2022-igcs.70","title":"26/#534 The impact of utilization indocyanine green for anastomotic perfusion assessment on the rate of diverting ileostomy in patients with advanced ovarian cancer","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Ileostomy; Indocyanine green; Bowel resection; Anastomosis; Cohort; Surgery; Retrospective cohort study; Bowel obstruction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004620564,0.0001408658,0.0002325043,0.0002859773,0.0002500928,0.0005985216,0.0001723971,0.0002729097,0.002383274],"category_scores_gemma":[0.003761268,0.0001147334,0.0006127534,0.0004604742,0.0001960843,0.0003994004,0.0002422941,0.0005632728,0.0002347161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684781,"about_ca_system_score_gemma":0.0004491024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777485,"about_ca_topic_score_gemma":0.005318334,"domain_scores_codex":[0.9997289,0.00008212101,0.00002756216,0.00004013278,0.00005540024,0.00006594583],"domain_scores_gemma":[0.9980927,0.0007768153,0.0005588078,0.00007271179,0.0001637414,0.0003351189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003909521,0.00003814435,0.9968174,0.000008045758,0.00003238253,0.00008274819,0.0000147307,0.00003907443,0.0001074239,0.00000920069,0.00008502405,0.002374835],"study_design_scores_gemma":[0.00001171351,0.0002498658,0.9987766,0.00000819704,0.00006189178,0.0002588591,0.0001063823,0.0002359874,0.00009727476,0.00001710802,0.0001719846,0.000004194476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998273,0.0004164698,0.00003993432,0.0001056625,0.00001696736,0.000004369688,0.0001671721,0.000003085127,0.0009732817],"genre_scores_gemma":[0.9994661,0.0001245884,0.00004345204,0.00003672803,0.00001905605,0.000002550155,0.000116626,0.000002369395,0.000188484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003777485,"threshold_uncertainty_score":0.007972777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744260218365659,"score_gpt":0.368310491450888,"score_spread":0.3308678892672314,"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."}}