{"id":"W4307032997","doi":"10.1089/can.2022.0203","title":"Baseline Cannabinoid Use Is Associated with Increased Sedation Requirements for Outpatient Endoscopy","year":2022,"lang":"en","type":"article","venue":"Cannabis and Cannabinoid Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; University of Calgary","funders":"","keywords":"Medicine; Sedation; Esophagogastroduodenoscopy; Midazolam; Diphenhydramine; Anesthesia; Colonoscopy; Odds ratio; Fentanyl; Confidence interval; Hydromorphone; Population; Endoscopy; Internal medicine; Opioid","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005769607,0.0006320996,0.0009315273,0.001273646,0.002538525,0.0003797101,0.0005135643,0.000260161,0.001262148],"category_scores_gemma":[0.002202557,0.0005613907,0.0002905715,0.002239957,0.0007773211,0.0004375358,0.0006841731,0.001784492,0.000009879994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157023,"about_ca_system_score_gemma":0.003206074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004566921,"about_ca_topic_score_gemma":0.0005695444,"domain_scores_codex":[0.9903988,0.001151698,0.0009062215,0.001658415,0.003662669,0.002222219],"domain_scores_gemma":[0.9937658,0.0001153125,0.0002831458,0.001179796,0.003322044,0.001333958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003779777,0.001427173,0.0161072,0.0004125337,0.0003325889,0.0002160354,0.001584943,0.00005362058,0.01208055,0.0004923355,0.9576696,0.005843621],"study_design_scores_gemma":[0.01171875,0.01030805,0.04899603,0.0001987888,0.0002550826,0.0001646001,0.003520728,0.003957025,0.008963651,0.0002016441,0.9107062,0.001009446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473016,0.001029232,0.000126196,0.042553,0.0002871472,0.005907075,0.002004848,0.0001663577,0.0006245924],"genre_scores_gemma":[0.8784513,0.0001465758,0.000258139,0.003452906,0.0003282737,0.008303584,0.001853632,0.0002590278,0.1069465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106322,"threshold_uncertainty_score":0.9996837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06665392941259204,"score_gpt":0.3538037606399725,"score_spread":0.2871498312273805,"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."}}