{"id":"W2981022507","doi":"10.14309/ajg.0000000000000407","title":"Morbidity and Mortality After Surgery for Nonmalignant Colorectal Polyps: A 10-Year Nationwide Analysis","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials; University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Confidence interval; Colorectal surgery; Confounding; Medicaid; Logistic regression; Internal medicine; Healthcare Cost and Utilization Project; Surgery; Abdominal surgery; Health care","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":[0.0007512817,0.000101394,0.0006665734,0.0002572344,0.00003587232,0.00001196971,0.0000646246,0.00002245261,0.00008457564],"category_scores_gemma":[0.00009382026,0.00006705031,0.0003323182,0.0002642637,0.0002018772,0.00005314398,0.0000275897,0.000147046,0.000002447199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004425407,"about_ca_system_score_gemma":0.0000523452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180216,"about_ca_topic_score_gemma":0.0001841109,"domain_scores_codex":[0.9989793,0.0001522565,0.0003408815,0.0001427482,0.0001773019,0.0002075421],"domain_scores_gemma":[0.9988351,0.0002295774,0.0005036247,0.0001462642,0.0001886784,0.00009674657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08740301,0.00004033316,0.9103959,0.00001060261,0.0009452011,0.00001066443,0.00008747716,0.00003644417,0.0004065626,0.000001097847,0.0001084763,0.000554237],"study_design_scores_gemma":[0.0007520731,0.01714387,0.9796565,0.00001704652,0.0009261731,0.0003904004,0.000196343,0.0005795691,0.0001940958,0.00002067861,0.00008160048,0.00004167537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962758,0.00005463402,0.002447397,0.0008850654,0.0001518778,0.0001438776,0.00001550049,0.000008293641,0.00001751493],"genre_scores_gemma":[0.9988244,0.00002921097,0.0003913238,0.0005301295,0.0001599819,0.00001265295,0.000003354142,0.000009301929,0.00003966337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08665095,"threshold_uncertainty_score":0.2734232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352085293660492,"score_gpt":0.2741247215365086,"score_spread":0.2606038685999036,"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."}}