{"id":"W2171545313","doi":"10.1001/archinte.165.4.424","title":"Unintended Medication Discrepancies at the Time of Hospital Admission","year":2005,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":962,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Seriousness; Medicine; Medical prescription; Harm; Unintended consequences; Emergency medicine; Confidence interval; Patient safety; Pediatrics; Family medicine; Internal medicine; Psychology; Nursing; Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003933791,0.00009608802,0.000242001,0.00009660833,0.0001395596,7.329103e-8,0.0003175801,0.00004487688,0.001975172],"category_scores_gemma":[0.001584535,0.00005077659,0.00005976184,0.00007981132,0.0009424665,0.00005266625,0.0001514109,0.0002635849,0.0000909825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334018,"about_ca_system_score_gemma":0.00009328613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754797,"about_ca_topic_score_gemma":0.00004887018,"domain_scores_codex":[0.9984118,0.0002171777,0.0006821915,0.0001358341,0.0003703131,0.0001826273],"domain_scores_gemma":[0.9977784,0.0009995082,0.0007071045,0.0003044049,0.00007460771,0.0001359958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003680638,0.001124568,0.1630963,0.001113151,0.0006103407,0.000008912433,0.3898284,0.00008925459,0.1682007,0.02743989,0.1370901,0.1077178],"study_design_scores_gemma":[0.005758756,0.002552388,0.4128275,0.00973662,0.0002017515,0.00001178135,0.01958778,0.004129915,0.01763028,0.004084152,0.5231773,0.0003018058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474661,0.0008558505,0.007833154,0.2408245,0.001243367,0.0008283627,0.00003694687,0.00005712385,0.1008546],"genre_scores_gemma":[0.9844391,0.0001737555,0.0003075953,0.001068706,0.0003274975,0.00002227952,0.00004269704,0.000009057378,0.01360925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860872,"threshold_uncertainty_score":0.9989371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237252166909218,"score_gpt":0.3711689099263175,"score_spread":0.3474436932353957,"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."}}