{"id":"W2162974165","doi":"10.4021/gr344w","title":"The Utility of Lighted Ureteral Stents in Laparoscopic Colorectal Resection: A Survey of Canadian Surgeons","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Resection; General surgery; Urology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008628713,0.000222633,0.0002063664,0.001464286,0.001528204,0.0007673582,0.0007422281,0.0004950098,0.001770027],"category_scores_gemma":[0.004397701,0.000327878,0.0003803319,0.003170197,0.0008131066,0.000358884,0.0007111023,0.0004608057,0.0002103054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009176578,"about_ca_system_score_gemma":0.01210881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9206384,"about_ca_topic_score_gemma":0.93845,"domain_scores_codex":[0.9986436,0.00009876963,0.0001353598,0.0001078967,0.0006815611,0.0003328602],"domain_scores_gemma":[0.9946613,0.0004737336,0.001925014,0.00007913599,0.001450828,0.001409934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004478847,0.00002575778,0.9941592,0.00008371083,0.00002006844,0.0001053488,0.001205326,0.00005449091,0.0002559615,0.00002178752,0.0006718101,0.003351799],"study_design_scores_gemma":[0.000002661974,0.00004081697,0.9968754,0.00002732162,0.000007299372,0.0001380512,0.00211658,0.00008015413,0.00003388209,0.000003676633,0.0006651478,0.000009002431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959472,0.0006477578,0.00004213607,0.0006379896,0.000008240073,0.00002399607,0.001162695,0.00000737467,0.00152261],"genre_scores_gemma":[0.9979518,0.0009529143,0.0001318249,0.0001990475,0.00000741342,0.00001002436,0.0004315847,0.000002885265,0.0003125687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07936156,"threshold_uncertainty_score":0.1596578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798584071116446,"score_gpt":0.3587705267431555,"score_spread":0.1789121196315109,"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."}}