{"id":"W2887952584","doi":"10.1111/hae.13595","title":"Rate and appropriateness of polypharmacy in older patients with hemophilia compared with age‐matched controls","year":2018,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Polypharmacy; Haemophilia; Medical prescription; Pediatrics; Deprescribing; Observational study; Adverse effect; Comorbidity; Drug; Cohort; Emergency medicine; Internal medicine; Psychiatry; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141692,0.0002784326,0.0003992192,0.001252337,0.0002826532,0.000580108,0.0001751878,0.0005244616,0.001201011],"category_scores_gemma":[0.002570895,0.0001915889,0.0004063234,0.0009876193,0.0002729664,0.0003761336,0.000460339,0.0003554579,0.0001724318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593421,"about_ca_system_score_gemma":0.0001201973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151756,"about_ca_topic_score_gemma":0.002404008,"domain_scores_codex":[0.9995074,0.0001277249,0.00007043768,0.000137223,0.00009592406,0.00006126073],"domain_scores_gemma":[0.9980196,0.0002705258,0.001247833,0.0001215001,0.0001137297,0.0002268612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009958458,0.00001893307,0.9989488,0.000006876671,0.00002595449,0.00006849317,0.00007949818,0.00001059053,0.0001194126,0.000005239404,0.00002503196,0.0005915818],"study_design_scores_gemma":[0.000003146009,0.00007130934,0.9995354,0.000001664708,0.000009157448,0.0002173231,0.00007340965,0.00003840227,0.00001482553,0.000004275721,0.00002951469,0.000001542182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995808,0.0001077479,0.00002327454,0.00001103336,0.000001887979,0.000004206144,0.0001241406,0.00000133775,0.000145617],"genre_scores_gemma":[0.9996591,0.00006822538,0.00002421007,0.00001059045,0.000006856184,0.000004993239,0.0001618488,6.304486e-7,0.00006348506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004151756,"threshold_uncertainty_score":0.008255184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196401109685265,"score_gpt":0.2910781690376591,"score_spread":0.2691141579408065,"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."}}