{"id":"W2162484946","doi":"10.1016/j.gie.2008.09.046","title":"Colonoscopy and its complications across a Canadian regional health authority","year":2009,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Colonoscopy; Endoscopy; Polypectomy; Referral; Perforation; Surgery; General surgery; Complication; Audit; Ambulatory; Internal medicine; Colorectal cancer; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001089191,0.0002241852,0.0003132447,0.001411908,0.00903509,0.002744929,0.001806746,0.001271594,0.005379733],"category_scores_gemma":[0.006797731,0.0004895241,0.0006035359,0.003845938,0.001532969,0.0005878309,0.001799016,0.002036978,0.0002744214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07922556,"about_ca_system_score_gemma":0.1071959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923788,"about_ca_topic_score_gemma":0.9979905,"domain_scores_codex":[0.9956341,0.0005439288,0.0001674552,0.0002196479,0.001830753,0.001604009],"domain_scores_gemma":[0.988861,0.0007974297,0.00168625,0.000178586,0.003849969,0.004626625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002898356,0.0003080873,0.9160171,0.0001990852,0.0001219484,0.005207981,0.007669994,0.0008256159,0.0007960752,0.003114802,0.02216811,0.0432814],"study_design_scores_gemma":[0.0000211261,0.00009382885,0.9723089,0.0001207587,0.00005375394,0.001170328,0.01238024,0.0004817899,0.0001256522,0.000158947,0.01303657,0.00004803052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459294,0.003921863,0.0002761092,0.01917904,0.00009345148,0.0001623647,0.001889525,0.00004024956,0.02850799],"genre_scores_gemma":[0.990775,0.001664582,0.0003467232,0.001954632,0.00004437879,0.00001942139,0.0002601663,0.00001599286,0.004919054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07922556,"threshold_uncertainty_score":0.5748243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420863524874367,"score_gpt":0.3433273605788514,"score_spread":0.3012410080914147,"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."}}