{"id":"W2098535905","doi":"10.1155/2012/173739","title":"Canadian Association of Gastroenterology Consensus Guidelines on Safety and Quality Indicators in Endoscopy","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University; Credit Valley Hospital; University of Alberta; McGill University; University of Calgary; University of British Columbia; St. Paul's Hospital; McMaster University","funders":"","keywords":"Medicine; Grading (engineering); Voting; Delphi method; Patient safety; Quality (philosophy); Family medicine; Health care; Medical education; Medical physics; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001442461,0.0001280153,0.000539549,0.001476035,0.00004923996,0.000005461171,0.00007221737,0.0001529392,0.00006639271],"category_scores_gemma":[0.0007710404,0.0001245189,0.00008365252,0.0001771702,0.00009458672,0.00004478732,0.000007562983,0.0004007497,0.000001587489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144779,"about_ca_system_score_gemma":0.0007106662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1580997,"about_ca_topic_score_gemma":0.8931268,"domain_scores_codex":[0.9980601,0.0002997748,0.0007695768,0.0001203225,0.0001456387,0.0006045798],"domain_scores_gemma":[0.9980227,0.00008354322,0.000525145,0.0001124201,0.000221347,0.001034849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009282094,0.00001810979,0.9889465,0.00001391717,0.00007396567,0.00003194134,0.0001772919,0.0000233031,0.00009579668,0.0000386957,0.0007003907,0.0005979806],"study_design_scores_gemma":[0.002947425,0.007644542,0.9834098,0.00008201476,0.00005628553,0.0005514848,0.0001853837,0.00001338865,0.0000939586,0.0000095388,0.004960116,0.00004608428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919178,0.0001425438,0.0000459644,0.006599598,0.0006183701,0.0001083131,0.00005265248,0.000003047586,0.000511708],"genre_scores_gemma":[0.9971878,0.00003041582,0.0004401334,0.002061884,0.0001969761,0.000001740942,0.000005986455,0.0000111851,0.000063884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7350271,"threshold_uncertainty_score":0.8475066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672612809337818,"score_gpt":0.2965586095249179,"score_spread":0.2698324814315397,"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."}}