{"id":"W2913872037","doi":"10.1186/s13643-019-0947-2","title":"Pharmacological methods for reducing coughing on emergence from elective surgery after general anesthesia with endotracheal intubation: protocol for a systematic review of common medications and network meta-analysis","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Systematic review; MEDLINE; Fentanyl; Lidocaine; Anesthesia; Remifentanil; Meta-analysis; Inclusion and exclusion criteria; Dexmedetomidine; Intensive care medicine; Alternative medicine; Sedation; Propofol","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03541544,0.005653201,0.02501626,0.01195456,0.002790797,0.005774388,0.003800669,0.005104357,0.0338267],"category_scores_gemma":[0.05318319,0.003559327,0.0326183,0.0106292,0.002927169,0.005280963,0.004245359,0.004179838,0.003144369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01238901,"about_ca_system_score_gemma":0.03006948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007902781,"about_ca_topic_score_gemma":0.01866361,"domain_scores_codex":[0.9767483,0.008327528,0.009181446,0.002188044,0.002488819,0.001065778],"domain_scores_gemma":[0.9811617,0.007230979,0.005446928,0.001378639,0.004093676,0.0006880799],"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":[0.006656197,0.0001564137,0.001042698,0.9485561,0.01958384,0.0002823118,0.000600008,0.0009158462,0.0009561128,0.001424406,0.006679923,0.01314621],"study_design_scores_gemma":[0.06099859,0.003633393,0.01161667,0.5691403,0.234142,0.0006232701,0.001265747,0.002404884,0.002321168,0.006661627,0.1066039,0.0005884806],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001428049,0.01692185,0.002423577,0.0005253808,0.0003869424,0.9721749,0.005140119,0.0001614312,0.0008376647],"genre_scores_gemma":[0.002214373,0.004857923,0.004137852,0.0003756935,0.00003805564,0.9872323,0.000738892,0.0000152343,0.0003896529],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03541544,"threshold_uncertainty_score":0.187297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2934696370979673,"score_gpt":0.5227502413718425,"score_spread":0.2292806042738752,"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."}}