{"id":"W4206131104","doi":"10.24953/turkjped.2021.06.004","title":"Evaluation of medication errors in pediatric patients using antibiotics","year":2021,"lang":"en","type":"article","venue":"The Turkish Journal of Pediatrics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Dosing; Clinical pharmacy; Antibiotics; Drug; Pharmacist; Pediatrics; Emergency medicine; Pharmaceutical care; Intensive care medicine; Internal medicine; Pharmacy; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007354125,0.00009668886,0.0002609022,0.0003249574,0.000160867,0.000001093257,0.0002453849,0.0001611165,0.0001089358],"category_scores_gemma":[0.00621068,0.00007157913,0.00007995107,0.001038044,0.00004433584,0.0001710946,0.00006373008,0.0006606606,0.000009448473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292908,"about_ca_system_score_gemma":0.002636137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113399,"about_ca_topic_score_gemma":0.00002195644,"domain_scores_codex":[0.9950268,0.001559426,0.00130132,0.0001068766,0.001775345,0.0002302362],"domain_scores_gemma":[0.9937102,0.0005706945,0.002316703,0.0002248702,0.003074444,0.0001031027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003744366,0.0003227264,0.9872847,0.0001935548,0.00001434479,0.000003082717,0.004508577,0.004481417,0.00005886786,0.00006945201,0.001340509,0.001685376],"study_design_scores_gemma":[0.00319725,0.00008462042,0.9885415,0.0001225393,0.001122333,0.000005045189,0.002806938,0.002470349,0.0001010102,0.0009431997,0.0004853721,0.0001197763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939704,0.001276247,0.0009870388,0.0007970391,0.002167797,0.0002931021,0.00001073737,0.000004461172,0.0004932133],"genre_scores_gemma":[0.9969795,0.001403263,0.0006224448,0.0001622996,0.0007827302,7.249616e-7,0.00001735532,0.00001205597,0.00001962704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003159806,"threshold_uncertainty_score":0.7435213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127069095149908,"score_gpt":0.4352214255277132,"score_spread":0.3081523303778052,"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."}}