{"id":"W2312927251","doi":"10.1097/sle.0b013e31820651b3","title":"Equivalency of Lymph Node Harvest in Laparoscopic Versus Open Colorectal Cancer Procedures","year":2011,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Colorectal cancer; Laparoscopic surgery; Lymph; Lymph node; Anesthesiology; General surgery; Open surgery; Surgical oncology; Colorectal surgery; Laparoscopy; Surgery; Cancer; Internal medicine; Abdominal surgery; Anesthesia; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003442963,0.000720564,0.001769389,0.0003804511,0.0001229355,0.00006494558,0.0008949938,0.0004771343,0.004898099],"category_scores_gemma":[0.0002391219,0.0006225153,0.000325004,0.0009238347,0.0006039829,0.0003511136,0.0005455856,0.0005321216,0.00003836959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480653,"about_ca_system_score_gemma":0.0009113691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006486509,"about_ca_topic_score_gemma":0.0009794292,"domain_scores_codex":[0.9957284,0.0002033833,0.001129148,0.001152209,0.0007422346,0.001044629],"domain_scores_gemma":[0.9979107,0.0003528105,0.0003300443,0.0006876203,0.0002458236,0.0004730276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06930926,0.005594538,0.2668564,0.001270349,0.0006353223,0.009728888,0.001646059,0.000003647439,0.6358796,0.001867227,0.0006278098,0.006580866],"study_design_scores_gemma":[0.001234528,0.003398568,0.003737735,0.001395585,0.0002584833,0.0009571321,0.00009767087,0.00002259086,0.986132,0.0003461618,0.001787936,0.0006316706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859949,0.001061769,7.887315e-7,0.00009317011,0.0003848735,0.002193611,0.0001515752,0.0004269873,0.1096923],"genre_scores_gemma":[0.9852875,0.002438023,0.009904778,0.0001183163,0.0001183651,0.001162676,0.00005217035,0.0001243335,0.0007938343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502523,"threshold_uncertainty_score":0.9996226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688359808713132,"score_gpt":0.3516722247048217,"score_spread":0.3047886266176904,"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."}}