{"id":"W4313887500","doi":"10.4212/cjhp.3245","title":"Opioid and Sedative Coprescription: Prescribing Patterns after an ICU Admission","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Community College; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Opioid; Sedative; Intensive care unit; Medical prescription; Emergency medicine; Anesthesia; Intensive care medicine; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005015107,0.0001410394,0.0002484505,0.0009087286,0.0004854139,0.0006487939,0.0003876677,0.000341914,0.002015643],"category_scores_gemma":[0.003948573,0.0001731661,0.0003696062,0.001756217,0.0002635507,0.0003970395,0.0004308081,0.0005711556,0.0002636457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003511,"about_ca_system_score_gemma":0.0009692186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774462,"about_ca_topic_score_gemma":0.02465671,"domain_scores_codex":[0.9991198,0.0001291192,0.0002095968,0.0001321328,0.0002559452,0.0001533653],"domain_scores_gemma":[0.9935668,0.0006748622,0.004686224,0.0001323226,0.0004510491,0.0004887648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004206078,0.00001592255,0.9987136,0.00000860442,0.000008569134,0.00009943247,0.00007682344,0.00001406545,0.00006161685,0.000004791895,0.0000771211,0.0008774311],"study_design_scores_gemma":[0.000001694547,0.00003206142,0.9991627,0.00001349586,0.000005089858,0.0003324731,0.0002115889,0.00009415508,0.00005427692,0.000004456795,0.0000855004,0.000002557509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986064,0.0002883886,0.00003867191,0.00007631393,0.000004110419,0.00001445661,0.0004659732,0.00000415101,0.0005015459],"genre_scores_gemma":[0.9992844,0.0001730743,0.00006684812,0.00004363689,0.000008958427,0.000007773751,0.0003279872,0.000002191587,0.00008521619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774462,"threshold_uncertainty_score":0.03528267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261493510723017,"score_gpt":0.2980124158856127,"score_spread":0.271863064813311,"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."}}