{"id":"W2344953042","doi":"10.1155/2016/9423142","title":"A Review on the Quality of Colonoscopy Reporting","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Inforoute Santé du Canada; Canadian Association of Gastroenterology","keywords":"Medicine; Colonoscopy; Workflow; Interoperability; Quality (philosophy); Quality management; MEDLINE; Computer science; Database; Colorectal cancer; World Wide Web; Operations management; Management system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854658,0.0001883371,0.002462754,0.0002754209,0.00007421456,0.000003491952,0.0001255472,0.0002259648,0.0001106349],"category_scores_gemma":[0.001888083,0.0001010739,0.0004478632,0.00009216545,0.0003385015,0.00001720848,0.00001452157,0.000629748,0.000003062665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272421,"about_ca_system_score_gemma":0.001387065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004841535,"about_ca_topic_score_gemma":0.007098555,"domain_scores_codex":[0.9969684,0.0006175259,0.001890595,0.0001694642,0.00008025733,0.0002737653],"domain_scores_gemma":[0.9948676,0.000335276,0.004075707,0.0002316562,0.0001984131,0.000291306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006934983,0.00005835052,0.05694838,0.05671656,0.001937518,0.001233526,0.00009480626,4.285692e-8,0.00000201646,0.0006332793,0.02373637,0.8517042],"study_design_scores_gemma":[0.0004355227,0.009631429,0.0008754539,0.06274331,0.000913599,0.01519681,0.000008127603,2.222884e-7,0.000001137757,0.00005577556,0.9100659,0.00007273313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006021686,0.9902646,0.00002893299,0.002813929,0.0003960927,0.0002861265,0.00001844353,0.000002697449,0.0001675124],"genre_scores_gemma":[0.00779699,0.9898364,0.00003371432,0.002152981,0.0001248523,0.00001241438,0.000002767144,0.00001314143,0.00002674056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8863295,"threshold_uncertainty_score":0.4121675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115429822522904,"score_gpt":0.3895532926506978,"score_spread":0.2780103103984075,"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."}}