{"id":"W2918736314","doi":"10.1002/bjs5.50138","title":"Global variation in anastomosis and end colostomy formation following left‐sided colorectal resection","year":2019,"lang":"en","type":"article","venue":"BJS Open","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Wellcome Trust; Academy of Medical Sciences; Department for International Development; National Institute for Health and Care Research; Medical Research Council Canada","keywords":"Medicine; Colostomy; Logistic regression; Anastomosis; Colorectal cancer; Odds ratio; Colorectal surgery; Cohort study; Surgery; Internal medicine; General surgery; Cancer; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00127922,0.000116577,0.0001969778,0.0006716948,0.0001919791,0.0004839723,0.0002918867,0.0001993511,0.002315858],"category_scores_gemma":[0.004824847,0.0001012587,0.0004340511,0.0007912778,0.0004360857,0.0003850943,0.0008031207,0.0003427029,0.0001741342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280681,"about_ca_system_score_gemma":0.0002049698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003352424,"about_ca_topic_score_gemma":0.004854102,"domain_scores_codex":[0.9991947,0.0002591918,0.000100684,0.0001821058,0.0001093141,0.0001540509],"domain_scores_gemma":[0.9954062,0.001140177,0.00245399,0.0003450543,0.0002245905,0.0004299516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003491965,0.000005492068,0.9988428,0.000007035048,0.00004917547,0.00001741138,0.00006654557,0.00008556885,0.00006610685,0.00002196611,0.00004275993,0.0007601871],"study_design_scores_gemma":[4.666877e-7,0.00001862862,0.9996917,0.000002380641,0.000008339025,0.00003767998,0.00008730232,0.00007381941,0.00002150984,0.00001701023,0.00003994404,0.000001235442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989729,0.0001442672,0.0001702832,0.00006855566,0.000003415071,0.000003104053,0.000319039,0.000005279704,0.000313101],"genre_scores_gemma":[0.9998024,0.00001973799,0.0000246325,0.000005165351,0.000002032425,0.000001154318,0.0001134478,0.000001206322,0.00003014809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003352424,"threshold_uncertainty_score":0.007747293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765488288295969,"score_gpt":0.3130719151218474,"score_spread":0.2954170322388877,"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."}}