{"id":"W2129545221","doi":"10.1345/aph.1e467","title":"Potential Drug—Disease Interactions in Frail, Hospitalized Elderly Veterans","year":2005,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Comorbidity; Drug; Medical prescription; Disease; Veterans Affairs; Logistic regression; Diabetes mellitus; Internal medicine; Adverse effect; Psychiatry; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428102,0.0002358134,0.0004448618,0.0005901991,0.000404942,0.0005482048,0.0001960329,0.0004179329,0.0009423479],"category_scores_gemma":[0.005489397,0.0001928219,0.0004350313,0.0007171845,0.0002667489,0.0003199467,0.0004933145,0.0004281132,0.0000647995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114404,"about_ca_system_score_gemma":0.0003967507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876404,"about_ca_topic_score_gemma":0.008828471,"domain_scores_codex":[0.9989746,0.0003961989,0.000197624,0.0001034356,0.0002037262,0.0001245162],"domain_scores_gemma":[0.9953419,0.001215989,0.002817656,0.0001127975,0.0002285018,0.0002831311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007118069,0.00002477785,0.9981326,0.00001591405,0.0000415293,0.00007753939,0.00004103862,0.00002879066,0.00003431971,0.000007225043,0.0000392223,0.001485766],"study_design_scores_gemma":[0.00001333254,0.0001535208,0.998747,0.00002209831,0.00004574131,0.0005318162,0.0001188378,0.0002114155,0.00003622869,0.00002748904,0.00008957884,0.000003007406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989741,0.0006588385,0.00003972598,0.0000558289,0.000002586637,0.000005886837,0.000101643,0.000001372277,0.0001600537],"genre_scores_gemma":[0.9995178,0.0002023017,0.00006644781,0.00004584053,0.000009873092,0.00000448183,0.000128181,2.978676e-7,0.00002474872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004876404,"threshold_uncertainty_score":0.009696066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359097959279504,"score_gpt":0.4782163612262792,"score_spread":0.3423065652983288,"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."}}