{"id":"W1982873233","doi":"10.1016/j.amjopharm.2011.07.005","title":"Medication Reconciliation: Identifying Medication Discrepancies in Acutely Ill Hospitalized Older Adults","year":2011,"lang":"en","type":"article","venue":"˜The œAmerican journal of geriatric pharmacotherapy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Polypharmacy; Emergency medicine; Internal medicine","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":[0.001414304,0.0002115814,0.0005442032,0.0003333931,0.00008878937,0.00002354934,0.0003343211,0.0000474016,0.0007093012],"category_scores_gemma":[0.0001131324,0.0001388993,0.0002259976,0.0007891268,0.000208016,0.0004859042,0.00002290191,0.0005100082,0.0000198425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609519,"about_ca_system_score_gemma":0.0002162062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169586,"about_ca_topic_score_gemma":0.000007440434,"domain_scores_codex":[0.9973758,0.0003409405,0.001030687,0.0002239163,0.0007240882,0.0003045115],"domain_scores_gemma":[0.9970987,0.0002834822,0.001791434,0.0002423394,0.0003190049,0.0002649897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0186507,0.002052378,0.277548,0.0002318224,0.001349108,0.0002853283,0.03082991,0.000006447346,0.01178091,0.0001043371,0.003526228,0.6536348],"study_design_scores_gemma":[0.02326596,0.002328358,0.9123873,0.0004911886,0.001153708,0.0009757308,0.004342541,0.00255006,0.005007042,0.0005080186,0.04632059,0.0006694857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868712,0.002255072,0.002544485,0.005984224,0.00106863,0.0005724391,0.000004643768,0.00003024649,0.0006690274],"genre_scores_gemma":[0.987212,0.006681924,0.001547904,0.00389421,0.000513348,0.00002392992,0.000005573458,0.00003089243,0.000090204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6529654,"threshold_uncertainty_score":0.7766351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06744962148721828,"score_gpt":0.3791160048308138,"score_spread":0.3116663833435955,"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."}}