{"id":"W4221072154","doi":"10.7759/cureus.22881","title":"Efficacy of Remimazolam for Procedural Sedation in American Society of Anesthesiologists (ASA) I to IV Patients Undergoing Colonoscopy: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Cureus","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Martha's Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Midazolam; Sedation; Colonoscopy; Meta-analysis; Randomized controlled trial; Anesthesia; Cochrane Library; Placebo; Surgery; Internal medicine; Alternative medicine; Colorectal cancer","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":[0.0007510446,0.000345026,0.00787249,0.0002588268,0.00003909166,0.000005357698,0.0002008203,0.0000962884,0.000054562],"category_scores_gemma":[0.001178049,0.0002334653,0.001777505,0.001695743,0.00008373776,0.00004137068,0.00006486696,0.0001503102,0.000001130653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705178,"about_ca_system_score_gemma":0.0002192968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003450781,"about_ca_topic_score_gemma":0.00001576423,"domain_scores_codex":[0.9972767,0.0004121224,0.001353364,0.0004559156,0.0003050279,0.0001968355],"domain_scores_gemma":[0.9966629,0.0009747382,0.001659944,0.0004667294,0.0001514978,0.00008415672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000437541,0.0002793216,0.0003617634,0.965342,0.03232467,0.000001937167,0.0002224115,0.000001410973,3.187315e-7,0.00001003754,0.0005269774,0.0008853877],"study_design_scores_gemma":[0.0005894295,0.001868052,0.000648515,0.03425279,0.9438645,0.00001048787,0.0001889161,0.00001605668,0.000001229768,0.000003463006,0.01824784,0.0003087264],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007598655,0.9906117,0.00004526306,0.0001293531,0.000007055443,0.008368189,0.00005675044,0.00001120818,0.00001063379],"genre_scores_gemma":[0.000661733,0.9954216,0.001164373,0.0006994467,0.00000617336,0.001406791,0.0005195718,0.00003405765,0.0000861932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9310892,"threshold_uncertainty_score":0.952044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457010585461011,"score_gpt":0.4014317842868724,"score_spread":0.2557307257407713,"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."}}