{"id":"W2021582156","doi":"10.5430/jha.v3n3p71","title":"Evaluation of the quality and appropriateness of medical prescriptions in the hospital discharge report","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Observational study; Hospital discharge; Family medicine; Emergency medicine; Medical emergency; Intensive care medicine; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01117919,0.0002704374,0.0007397523,0.005558693,0.0003575362,0.001598263,0.0008441383,0.0005975022,0.001424027],"category_scores_gemma":[0.09174076,0.0002413554,0.0008507906,0.005270626,0.0006537891,0.001088524,0.001139011,0.0004373582,0.0003785955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186261,"about_ca_system_score_gemma":0.001165454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703925,"about_ca_topic_score_gemma":0.001672611,"domain_scores_codex":[0.9635295,0.01261736,0.01016951,0.001536073,0.0113759,0.0007716368],"domain_scores_gemma":[0.8571294,0.04129399,0.07551992,0.004554537,0.01891368,0.002588426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249168,0.00004548288,0.9932055,0.000147561,0.00007434289,0.00009729274,0.0003164438,0.00007672745,0.0001187125,0.00002873692,0.0001284152,0.005635675],"study_design_scores_gemma":[0.000004645859,0.0002082403,0.9976845,0.00006474378,0.00003369496,0.0004326852,0.0006492318,0.0002709841,0.0001804026,0.0000204504,0.0004401696,0.00001026481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927452,0.001376836,0.001174494,0.0002199407,0.00003669946,0.0001466512,0.002505817,0.00003598458,0.001758355],"genre_scores_gemma":[0.9968607,0.0003956491,0.0008493026,0.00003449062,0.0000508425,0.00005512058,0.001543836,0.000009331505,0.0002006617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117919,"threshold_uncertainty_score":0.05912185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135265225176605,"score_gpt":0.4678280663316287,"score_spread":0.3543015438139682,"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."}}