{"id":"W2132829345","doi":"10.1345/aph.1m416","title":"Adverse Drug Events in Adult Patients Leading to Emergency Department Visits","year":2010,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Emergency department; Drug; Adverse effect; Emergency medicine; Medical emergency; Intensive care medicine; Pharmacology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006050074,0.000169319,0.000387603,0.0007782647,0.0004697891,0.0004742251,0.0002552333,0.0003120117,0.001272511],"category_scores_gemma":[0.004918444,0.0001369921,0.0002275522,0.001206727,0.0002626492,0.0002651299,0.000292196,0.0004272788,0.0001111627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008868132,"about_ca_system_score_gemma":0.001127242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02507704,"about_ca_topic_score_gemma":0.03120878,"domain_scores_codex":[0.9990591,0.0001922824,0.0001636148,0.0001234236,0.0002928508,0.0001686667],"domain_scores_gemma":[0.994163,0.0008310182,0.003439879,0.00006945526,0.0007629395,0.000733704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003277437,0.00001492597,0.9982241,0.00002440346,0.000009211574,0.0001371332,0.00004477146,0.00001426104,0.00002157905,0.000004928208,0.0002035984,0.00126833],"study_design_scores_gemma":[0.000005952171,0.00005552233,0.9990869,0.00002037133,0.000006655831,0.0004683804,0.00009329944,0.00004368797,0.00001726587,0.000005043345,0.000195489,0.000001600135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966364,0.001229507,0.00007114186,0.0001752848,0.00001448617,0.00006420687,0.0007589518,0.000008330427,0.001041613],"genre_scores_gemma":[0.9986318,0.0004561335,0.0001306978,0.0001169654,0.0000263923,0.00002626394,0.0005291966,8.736133e-7,0.00008170502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02507704,"threshold_uncertainty_score":0.04986215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09170929211075933,"score_gpt":0.4793836992894462,"score_spread":0.3876744071786869,"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."}}