{"id":"W3101585945","doi":"10.5539/gjhs.v13n1p1","title":"Medication Reconciliation during Admission at University Hospital","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Mato Grosso do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medical prescription; Medicine; Psychological intervention; Family medicine; Health care; Emergency medicine; Medical emergency; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003834984,0.00005566392,0.0001478683,0.00006663781,0.001578294,0.00003996028,0.000667972,0.00004863243,0.0000809617],"category_scores_gemma":[0.001665992,0.00005439384,0.00003702463,0.001276632,0.0004328005,0.001037436,0.00009019549,0.0001433549,0.0000251477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003435508,"about_ca_system_score_gemma":0.007844143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003884684,"about_ca_topic_score_gemma":0.000070337,"domain_scores_codex":[0.9975126,0.0001835689,0.0004124329,0.0001786287,0.001284532,0.000428274],"domain_scores_gemma":[0.9974377,0.00003013232,0.0007682497,0.00007435835,0.0004316752,0.001257869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003727372,0.0003233122,0.708385,0.0003195044,0.00002043876,0.0001121841,0.04664579,0.000144842,0.00122454,0.02529909,0.05229095,0.1648616],"study_design_scores_gemma":[0.0008503468,0.0004560213,0.8194345,0.000114877,0.000005034954,0.00003934818,0.006133467,0.000188647,0.00009739747,0.0004022841,0.172116,0.0001621042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8346516,0.0001668265,0.0002531088,0.160939,0.0008847869,0.0001259121,0.000004176949,0.0000255123,0.002949073],"genre_scores_gemma":[0.9972943,0.0003711213,0.000832151,0.001209805,0.0002530885,9.476975e-8,3.455446e-7,0.000001535586,0.00003755827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646995,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374816712276087,"score_gpt":0.3560147623529375,"score_spread":0.3222665952301766,"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."}}