{"id":"W3118490433","doi":"10.1186/s12876-020-01561-z","title":"Sedation practices for routine gastrointestinal endoscopy: a systematic review of recommendations","year":2021,"lang":"en","type":"review","venue":"BMC Gastroenterology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Sedation; Hepatology; Endoscopy; Intensive care medicine; General surgery; Upper gastrointestinal endoscopy; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001158367,0.0003983404,0.004259546,0.0001948909,0.00004689032,0.00001112374,0.000208932,0.0001098139,0.0002193809],"category_scores_gemma":[0.006369218,0.0003068105,0.0008884923,0.0001894335,0.00006859913,0.00007579368,0.00006511711,0.0002615584,0.00002551196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057543,"about_ca_system_score_gemma":0.0004176276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005523591,"about_ca_topic_score_gemma":0.00001119133,"domain_scores_codex":[0.9957697,0.001520538,0.001681781,0.0004743995,0.0002063499,0.0003471752],"domain_scores_gemma":[0.9936054,0.001332213,0.003899214,0.0005872862,0.000462462,0.0001133863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008444213,0.0002207915,0.0005248586,0.995822,0.000303654,0.00001695007,0.00001085903,2.969966e-8,0.000001158033,0.00005348916,0.001788294,0.001173522],"study_design_scores_gemma":[0.0007017827,0.00129292,0.00001812157,0.9074401,0.01122172,0.00573086,0.00006089723,0.00001114329,4.378162e-7,0.000001655924,0.07342244,0.00009790479],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006163653,0.9817794,0.01265576,0.0005416231,0.00009975497,0.004731763,0.00009579605,0.00002720804,0.00006252959],"genre_scores_gemma":[0.000003221318,0.9634652,0.03059148,0.0007525559,0.0001105766,0.001193824,0.003319043,0.00005211653,0.0005119808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08838183,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159934572874246,"score_gpt":0.4182207768069063,"score_spread":0.3022273195194818,"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."}}