{"id":"W2904810213","doi":"10.1186/s40360-018-0276-4","title":"Epidemiology of potential drug-drug interactions in elderly population admitted to critical care units of Peshawar, Pakistan","year":2018,"lang":"en","type":"article","venue":"BMC Pharmacology and Toxicology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Drug; Epidemiology; Population; Pharmacotherapy; Population study; Internal medicine; Pharmacology; Environmental health","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":[0.0004592635,0.0001521164,0.0006069071,0.000319037,0.00007185549,0.000001011557,0.00008936709,0.0001119474,0.0007682893],"category_scores_gemma":[0.0009751783,0.0001407042,0.00006292629,0.0003246476,0.0004136375,0.000104669,0.0000934668,0.0003823173,0.00001265757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005526556,"about_ca_system_score_gemma":0.0001217202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002427806,"about_ca_topic_score_gemma":0.0009759712,"domain_scores_codex":[0.9977375,0.0008223759,0.000697447,0.0003137678,0.00008040389,0.0003485081],"domain_scores_gemma":[0.9970533,0.002116871,0.0001831662,0.000124956,0.0002944154,0.0002273244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003259211,0.0003611498,0.9788167,0.0003382247,0.00006812515,0.00002347865,0.001232131,0.00002755564,0.01212728,0.001725836,0.0005653508,0.001454952],"study_design_scores_gemma":[0.004178222,0.001730734,0.9732009,0.00006527536,0.0005260578,0.0001212944,0.001440931,0.002151983,0.01198522,0.0005810492,0.003823343,0.0001949809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938691,0.000525429,0.0003059844,0.002918724,0.001317971,0.0005253542,0.00003374409,0.00002020789,0.000483494],"genre_scores_gemma":[0.9961423,0.0000290037,0.001116035,0.00231507,0.0002045551,0.00003178025,0.0000383903,0.0000120528,0.0001107592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005615801,"threshold_uncertainty_score":0.8412229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406028996696882,"score_gpt":0.4956700617976711,"score_spread":0.3550671621279829,"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."}}