{"id":"W4417036127","doi":"10.1016/j.japh.2025.103003","title":"Evaluating the implementation of an analgesia sedation protocol for adult mechanically ventilated patients","year":2025,"lang":"en","type":"article","venue":"Journal of the American Pharmacists Association","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Sedation; Propofol; Sedative; Protocol (science); Mechanical ventilation; Opioid","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":[],"consensus_categories":[],"category_scores_codex":[0.001042195,0.00008968974,0.0002389786,0.0001171927,0.0001105811,0.00001729359,0.0001440047,0.00002380535,0.00001776847],"category_scores_gemma":[0.004871548,0.00005606485,0.0002088556,0.0004394833,0.00003435051,0.0001224227,0.0000222086,0.0001739808,3.728972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004680789,"about_ca_system_score_gemma":0.0002645866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152123,"about_ca_topic_score_gemma":0.000005063389,"domain_scores_codex":[0.9982898,0.0003466348,0.0006024968,0.00009034567,0.0005443523,0.0001263356],"domain_scores_gemma":[0.9781348,0.0002131616,0.002817712,0.00009090437,0.01871536,0.00002802864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01150722,0.001235662,0.2366883,0.0003287073,0.002556539,0.000001973588,0.002010865,0.0001142385,0.4203875,0.0002558914,0.02628911,0.298624],"study_design_scores_gemma":[0.01911706,0.005347842,0.6352215,0.0004263873,0.002067422,0.00001006108,0.005545715,0.006465606,0.324232,0.001011273,0.0003536351,0.0002014154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704168,0.000001271649,0.0005975493,0.003297156,0.000164624,0.02544319,0.00002341407,0.000006022199,0.00005001001],"genre_scores_gemma":[0.9884655,0.000001733799,0.0003775159,0.007683081,0.00006948459,0.003294849,0.00002247487,0.00001243502,0.00007294871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3985332,"threshold_uncertainty_score":0.583205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290199068730422,"score_gpt":0.4695884684470906,"score_spread":0.4405685615740484,"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."}}