{"id":"W2801919657","doi":"10.1097/sla.0000000000002765","title":"Association of Preoperative Anticholinergic Medication Exposure With Postoperative Healthcare Resource Use and Outcomes","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Anticholinergic; Interquartile range; Hazard ratio; Confidence interval; Adverse effect; Cohort study; Retrospective cohort study; Emergency medicine; Population; Internal medicine; Cohort; Anesthesia; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008065342,0.0002520762,0.0002761716,0.0005391365,0.0003384044,0.0006940514,0.0003841344,0.0002980857,0.001041714],"category_scores_gemma":[0.003868397,0.000121977,0.0004746575,0.0008717996,0.0002770218,0.000310817,0.000510024,0.0005426272,0.0001141786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124916,"about_ca_system_score_gemma":0.002251097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08707772,"about_ca_topic_score_gemma":0.1286387,"domain_scores_codex":[0.9991925,0.0001484757,0.0001188622,0.0001283696,0.0002554661,0.0001562074],"domain_scores_gemma":[0.9962736,0.0004596308,0.002251858,0.0001461584,0.0005174006,0.0003512161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002040584,0.00001148962,0.999366,0.000009143113,0.00003884717,0.000006606264,0.00001298124,0.00002594503,0.00002137398,0.000006002923,0.00003333064,0.000447802],"study_design_scores_gemma":[0.000001626772,0.00002415091,0.9996606,0.000006869284,0.00001695795,0.00002616367,0.00003826118,0.0001298807,0.00002061134,0.000007700214,0.0000655062,0.000001575848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997344,0.0004825804,0.0001413845,0.0001383181,0.000006337039,0.00001552841,0.001282592,0.00000393212,0.0005854326],"genre_scores_gemma":[0.9991036,0.0001204649,0.0001168228,0.00002723489,0.00000972508,0.00000887555,0.0005250022,7.523733e-7,0.0000874714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08707772,"threshold_uncertainty_score":0.1731418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048124583766293,"score_gpt":0.3415758283521837,"score_spread":0.2367633699755544,"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."}}