{"id":"W3095778807","doi":"10.1007/s00228-020-03028-2","title":"Off-label use of dexmedetomidine in paediatric anaesthesiology: an international survey of 791 (paediatric) anaesthesiologists","year":2020,"lang":"en","type":"article","venue":"European Journal of Clinical Pharmacology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Dexmedetomidine; Medicine; Premedication; Sedation; Anesthesia; Bradycardia; Anesthesiology; Adverse effect; Heart rate; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007577065,0.0001986189,0.001294061,0.0002105419,0.00002489552,0.000007099614,0.0005298926,0.0001082011,0.0002708648],"category_scores_gemma":[0.01208528,0.0001503716,0.0002448646,0.0005032882,0.0004015212,0.0002982404,0.0002148739,0.00116387,0.00001692115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491035,"about_ca_system_score_gemma":0.0002194741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002799879,"about_ca_topic_score_gemma":0.000008014908,"domain_scores_codex":[0.9905894,0.005600443,0.002893117,0.0003033909,0.00032861,0.0002849718],"domain_scores_gemma":[0.9922234,0.004275956,0.002132235,0.000142851,0.0006952441,0.0005302826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01420453,0.001688308,0.8449766,0.00004841536,0.0003938421,0.001290401,0.00009548909,0.0001796567,0.002290213,0.00000720324,0.006377635,0.1284477],"study_design_scores_gemma":[0.005705834,0.01089842,0.9464717,0.00002107424,0.0003641667,0.00004556395,0.00002659614,0.001573434,0.0004327357,0.000006478469,0.03432099,0.0001330217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990344,0.001807439,0.00002586349,0.006180014,0.001142807,0.0001812915,0.00003079847,0.00001033908,0.0002774186],"genre_scores_gemma":[0.9624097,0.02860758,0.001513315,0.006141505,0.001283927,6.35478e-7,0.00001073598,0.00002578954,0.000006862222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283147,"threshold_uncertainty_score":0.9962363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.402846771032481,"score_gpt":0.4871362729308778,"score_spread":0.08428950189839685,"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."}}