{"id":"W3007776393","doi":"10.1093/jcag/gwz047.153","title":"A154 ASSESSING COLON SCREENING PROGRAM COLONOSCOPIES IN A NON-HOSPITAL ENDOSCOPY CLINIC","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Endoscopy; Tertiary referral hospital; Medical record; Referral; Polypectomy; General surgery; Adverse effect; Bleed; Retrospective cohort study; Cancer; Emergency medicine; Surgery; Internal medicine; 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":[0.00104899,0.0001554203,0.0002052404,0.001630169,0.0005185002,0.0006420292,0.0003956114,0.0002571736,0.003071694],"category_scores_gemma":[0.004835438,0.0002332395,0.0002904102,0.001388468,0.0002192823,0.0003643927,0.0005184708,0.0004504963,0.0002826947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175043,"about_ca_system_score_gemma":0.00105153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239062,"about_ca_topic_score_gemma":0.03142373,"domain_scores_codex":[0.9984536,0.0003363099,0.000279138,0.0002380187,0.0004427744,0.0002502033],"domain_scores_gemma":[0.9884192,0.001725114,0.006475976,0.0002068205,0.00176337,0.001409507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003761417,0.00003499956,0.9978021,0.00002134617,0.00001121636,0.0001278265,0.00006566787,0.00001250376,0.0001137079,0.000005437854,0.0002302528,0.001537385],"study_design_scores_gemma":[0.000004193568,0.0001435205,0.9988596,0.00001608064,0.000008763425,0.000296612,0.0002171414,0.00006785786,0.00009376742,0.000003403834,0.0002865509,0.000002355104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961428,0.0003373251,0.0001279271,0.0000997778,0.00001313498,0.0001311833,0.001398177,0.00001847368,0.001731302],"genre_scores_gemma":[0.9986252,0.0001418917,0.0001804429,0.00006003054,0.00001302874,0.00003515132,0.0006505639,0.000002458885,0.0002912506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239062,"threshold_uncertainty_score":0.04452056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607402206912994,"score_gpt":0.289669165092943,"score_spread":0.273595143023813,"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."}}