{"id":"W3081235408","doi":"10.1016/j.jogc.2020.07.013","title":"The Risk of Postoperative Infectious Complications Following Massive Intraoperative Blood Loss During Gynaecologic Laparotomy: Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"AstraZeneca Canada; Merck Canada; Clovis Oncology; University of Manitoba; Pfizer Canada; Sanofi","keywords":"Medicine; Laparotomy; Retrospective cohort study; Odds ratio; Surgery; Confidence interval; Body mass index; Logistic regression; Immunosuppression; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006835086,0.0004147986,0.0005009992,0.0008552868,0.000717097,0.00114225,0.0006984653,0.0009685715,0.001900387],"category_scores_gemma":[0.003046321,0.000913274,0.001096857,0.001512807,0.0004467189,0.0009463536,0.0007575456,0.001419472,0.000274656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790193,"about_ca_system_score_gemma":0.0008554119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009362128,"about_ca_topic_score_gemma":0.008784658,"domain_scores_codex":[0.9991824,0.0001473544,0.0001171234,0.0002387118,0.0001096853,0.0002047469],"domain_scores_gemma":[0.9971788,0.0003697058,0.001362175,0.000382615,0.0001813553,0.0005252796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002094223,0.00003667925,0.9990349,0.000006640275,0.00009998696,0.0001291738,0.00005990193,0.00001580509,0.000104573,0.00001405348,0.00004784843,0.0002410717],"study_design_scores_gemma":[0.00001599913,0.0001865986,0.9983497,0.000008542695,0.0000749702,0.0005681744,0.0004719752,0.0001615024,0.00003034619,0.00002366108,0.00009757884,0.00001105858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993223,0.0001663212,0.0000625584,0.00002181468,0.000008753657,0.000007818522,0.0002477758,0.000001935691,0.0001608325],"genre_scores_gemma":[0.9994179,0.000118993,0.00006437666,0.00002456835,0.00001269968,0.00000938069,0.0002522132,0.000002512675,0.00009737955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009362128,"threshold_uncertainty_score":0.01861525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009342433617698188,"score_gpt":0.2450640148914004,"score_spread":0.2357215812737022,"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."}}