{"id":"W4313495271","doi":"10.1016/j.chest.2022.12.033","title":"New and Persistent Sedative Prescriptions Among Older Adults Following a Critical Illness","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Western University; Hôpital du Sacré-Cœur de Montréal; Health Sciences Centre; Lawson Health Research Institute; Sunnybrook Health Science Centre; Sinai Health System; Public Health Ontario; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medical prescription; Sedative; Critical illness; Medicine; Psychiatry; Intensive care medicine; Critically ill; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001687341,0.0001469051,0.0002243276,0.0002266321,0.0002846609,0.00007240233,0.00005738693,0.00008058868,0.0001840895],"category_scores_gemma":[0.005646885,0.0001286395,0.0002586158,0.000263882,0.0001443322,0.0001971103,0.00004919599,0.0004885898,0.00005278215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007475712,"about_ca_system_score_gemma":0.0001481548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000187394,"about_ca_topic_score_gemma":0.000006923823,"domain_scores_codex":[0.9989238,0.00005136821,0.0002006857,0.000204709,0.0002851615,0.0003343116],"domain_scores_gemma":[0.9974408,0.0001729088,0.00004103972,0.00009845124,0.001828637,0.0004182122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001485027,0.0006549259,0.3318231,0.001427554,0.003435515,0.01155754,0.1536485,0.00001671333,0.009119377,0.001128242,0.376931,0.1087724],"study_design_scores_gemma":[0.005169593,0.0004602867,0.7626584,0.00275318,0.0007674961,0.001302439,0.2214321,0.0006601408,0.0008463725,0.0002969262,0.003248867,0.0004042322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861615,0.0005007015,0.00192965,0.007917914,0.0007883246,0.0002550575,0.000006550093,0.00006963438,0.002370652],"genre_scores_gemma":[0.9960095,0.00006805841,0.0004319216,0.00173731,0.0003014766,0.000009111782,0.00001483349,0.00002987272,0.001397911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308352,"threshold_uncertainty_score":0.6760257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895225388564233,"score_gpt":0.2922759415233657,"score_spread":0.2733236876377234,"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."}}