{"id":"W4247655670","doi":"10.21203/rs.3.rs-45992/v3","title":"Sedation Practices for Routine Gastrointestinal Endoscopy: A Systematic Review of Recommendations","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University of Toronto","funders":"","keywords":"Sedation; Endoscopy; Medicine; Systematic review; Intensive care medicine; General surgery; MEDLINE; Anesthesia; Surgery; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003974788,0.0002962104,0.002910945,0.0003279605,0.0001225382,0.00003026579,0.0002898947,0.00009762039,0.0002885767],"category_scores_gemma":[0.03795577,0.0002085342,0.0006118777,0.0009461026,0.00008205881,0.0001198782,0.00008621056,0.0006385673,0.0001651456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493135,"about_ca_system_score_gemma":0.001284091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666857,"about_ca_topic_score_gemma":0.000001690215,"domain_scores_codex":[0.9948253,0.002205161,0.001256266,0.0004501813,0.0008888795,0.0003742208],"domain_scores_gemma":[0.9911824,0.00493418,0.001715879,0.0005683431,0.001370242,0.0002289408],"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":[0.00004030219,0.0001326918,0.000008081547,0.9775339,0.0001696072,0.00003353928,0.00003846516,3.857581e-9,0.000001329701,0.0002164152,0.005175183,0.01665042],"study_design_scores_gemma":[0.0001856883,0.0006545739,0.00000112198,0.6213622,0.001633196,0.0003338659,0.0001332629,0.00001296205,8.259343e-7,0.000005475255,0.3755992,0.00007765258],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.655186e-7,0.9833712,0.0006236794,0.002921772,0.00002027288,0.01226477,0.0001553319,0.00003213515,0.0006106938],"genre_scores_gemma":[0.000003079334,0.9898914,0.004449771,0.0001188835,0.0001579844,0.002080759,0.002258929,0.00006088108,0.0009782864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.370424,"threshold_uncertainty_score":0.9701479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665556536855996,"score_gpt":0.5371334309553946,"score_spread":0.2705777772697949,"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."}}