{"id":"W4387007074","doi":"10.1055/a-2180-8880","title":"Safety and efficacy of physician-administered balanced-sedation for the endoscopic mucosal resection of large non-pedunculated colorectal polyps","year":2023,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Interquartile range; Bradycardia; Sedation; Adverse effect; Tachycardia; Retrospective cohort study; Anesthesia; Atrial fibrillation; Emergency department; Endoscopic mucosal resection; Surgery; Internal medicine; Heart rate; Endoscopy; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.0002966023,0.0001004304,0.0002509287,0.00009522743,0.0000861115,0.00001957512,0.0002293128,0.00004568931,0.00008632551],"category_scores_gemma":[0.000174715,0.00007473988,0.00006863855,0.0002019336,0.00006775671,0.0001275737,0.0001057969,0.00007462598,0.00001108237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040456,"about_ca_system_score_gemma":0.00007965595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008082425,"about_ca_topic_score_gemma":0.00002380151,"domain_scores_codex":[0.9990782,0.00003813413,0.0003145264,0.000188273,0.000247726,0.0001331448],"domain_scores_gemma":[0.9990314,0.0004109131,0.0002101129,0.0001399289,0.0001718245,0.00003577256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04031983,0.001605204,0.2562474,0.0004332063,0.002557371,0.00003611018,0.004886359,0.0001539419,0.6589643,0.0196537,0.006980175,0.008162388],"study_design_scores_gemma":[0.01270842,0.001440451,0.8197774,0.0002754619,0.0001432175,0.000007868715,0.0008030771,0.01374803,0.1462336,0.0001703294,0.004577223,0.0001149403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938467,0.00002170558,0.001023695,0.001195142,0.0002992308,0.001267773,0.0001254836,0.00001681774,0.002203452],"genre_scores_gemma":[0.9976161,0.00005863959,0.0003709867,0.0001870493,0.0001056131,0.00006224463,0.0005014802,0.00001550791,0.001082406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.56353,"threshold_uncertainty_score":0.3047804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029245889625167,"score_gpt":0.3661857597256684,"score_spread":0.3369398701005014,"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."}}