{"id":"W2122001355","doi":"10.1016/j.surg.2009.05.018","title":"To plug or not to plug: A cost-effectiveness analysis for complex anal fistula","year":2009,"lang":"en","type":"article","venue":"Surgery","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Fistulotomy; Fistula; Anal fistula; Surgery; Confidence interval; Retrospective cohort study; Fecal incontinence; Cohort; Complication; Prospective cohort study; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002147943,0.0002017999,0.0007744511,0.0004214775,0.00009449806,0.00002546174,0.00005536721,0.00004831827,0.0004037539],"category_scores_gemma":[0.0003122579,0.0001414268,0.0005617575,0.0009149105,0.00001753756,0.00004083846,0.00001960874,0.00004100402,0.00006420963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151082,"about_ca_system_score_gemma":0.0001122081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009779552,"about_ca_topic_score_gemma":0.00007916246,"domain_scores_codex":[0.9987538,0.00004868875,0.0002491477,0.0003555786,0.0002327283,0.0003600428],"domain_scores_gemma":[0.9984541,0.0006566395,0.00004451886,0.0002872547,0.0001099409,0.0004475601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01424572,0.0008902987,0.9008831,0.0001280543,0.002310855,0.000383651,0.0002083273,0.0002109853,0.001228258,0.0001187545,0.02051128,0.05888075],"study_design_scores_gemma":[0.0007516062,0.0002931937,0.9872669,0.00005171582,0.0009529847,0.000004064982,0.00003417896,0.0001459893,0.0005486353,0.00001649087,0.009754307,0.0001799534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916904,0.00003376438,0.003880864,0.002063926,0.0001130842,0.001486375,0.0002419472,0.00008449496,0.0004051341],"genre_scores_gemma":[0.9909309,0.000004418067,0.0005575308,0.006313523,0.0001141695,0.000157779,0.0003006,0.00001747124,0.001603676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08638381,"threshold_uncertainty_score":0.5767216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111720774875344,"score_gpt":0.396477940369118,"score_spread":0.2847571654937741,"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."}}