{"id":"W2061075125","doi":"10.1001/jama.289.13.1652","title":"Drug-Drug Interactions Among Elderly Patients Hospitalized for Drug Toxicity","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":766,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Odds ratio; Digoxin; Hypoglycemia; Internal medicine; Population; Medical prescription; Confidence interval; Pediatrics; Pharmacology; Heart failure; Insulin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601249,0.0001723942,0.0002803548,0.00007461447,0.0001438698,0.00005467557,0.00008589312,0.00003892685,0.000502319],"category_scores_gemma":[0.001097458,0.0001423563,0.0002014922,0.0001413837,0.00005030648,0.0005043116,0.00002545364,0.0003204633,0.00008448116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008222544,"about_ca_system_score_gemma":0.0000396657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008047015,"about_ca_topic_score_gemma":0.00004076684,"domain_scores_codex":[0.9987227,0.0001026686,0.0003318993,0.0002690545,0.000260296,0.0003133469],"domain_scores_gemma":[0.9986854,0.0004584881,0.000162843,0.0002460639,0.0001968145,0.0002503963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006179008,0.001355833,0.8972481,0.0001841184,0.0001742407,0.000008724707,0.00127123,0.000004627249,0.0001548107,0.0007581911,0.08486551,0.0133567],"study_design_scores_gemma":[0.01350613,0.0002948985,0.2842208,0.0001582366,0.0004024925,0.00000588826,0.0004245417,0.001080284,0.008251145,0.0006126598,0.6906343,0.0004086341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775934,0.00005395278,0.0001565231,0.003199169,0.001098647,0.001060278,0.00003247455,0.00007388943,0.01673171],"genre_scores_gemma":[0.9865457,0.00002189886,0.0009372383,0.002160181,0.0001396591,0.00008571179,0.00005850444,0.00002771234,0.0100234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130273,"threshold_uncertainty_score":0.580512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400804476026571,"score_gpt":0.3617740080986813,"score_spread":0.3177659633384156,"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."}}