{"id":"W4229041697","doi":"10.1177/08971900221100205","title":"Bioavailability of Orally Administered Drugs in Critically Ill Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Intensive care unit; Drug; Observational study; Bioavailability; Pharmacokinetics; Critical illness; Pharmacology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002343121,0.0001385479,0.0004689281,0.0001505175,0.0001042537,0.00001675877,0.0002196807,0.00002174838,0.001880491],"category_scores_gemma":[0.01338416,0.0001181076,0.000165082,0.0004089016,0.00009878921,0.0007801466,0.0002215266,0.001113399,0.000009607967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143144,"about_ca_system_score_gemma":0.0003249906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006140238,"about_ca_topic_score_gemma":0.000001385012,"domain_scores_codex":[0.9968122,0.0007336233,0.001056875,0.0001681137,0.0009696257,0.0002595111],"domain_scores_gemma":[0.9940594,0.002056607,0.0009683736,0.0001603167,0.002508884,0.0002464636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1121145,0.03409314,0.6856679,0.001277003,0.001656651,0.002018529,0.006415915,0.00005597995,0.01862847,0.0004151933,0.02477599,0.1128807],"study_design_scores_gemma":[0.01366741,0.002286572,0.03330223,0.00004665768,0.0008598493,0.0005005858,0.003747335,0.0002013535,0.002053426,0.00008678796,0.9430745,0.0001733017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401519,0.001520343,0.00001567826,0.04606395,0.0007029044,0.0003478387,0.0000303972,0.000008298026,0.0111587],"genre_scores_gemma":[0.9854075,0.0005503129,0.001961498,0.01184965,0.0001200525,0.000006640987,0.000002502379,0.00001534211,0.00008652276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9182985,"threshold_uncertainty_score":0.9990319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746429438377157,"score_gpt":0.4342212814993148,"score_spread":0.3595783376615991,"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."}}