{"id":"W2198822442","doi":"10.5539/gjhs.v8n8p243","title":"The Importance of Medication Errors Reporting in Improving the Quality of Clinical Care Services","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacist; Medicine; Psychological intervention; Medical prescription; Patient safety; Clinical pharmacy; Quality management; Multidisciplinary approach; Emergency medicine; Nursing; Pharmacy; Health care; Management system; Operations management","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06441826,0.00006369979,0.000400961,0.00004918965,0.0005343173,0.000001492591,0.0007817055,0.00006701129,0.000002194257],"category_scores_gemma":[0.01192296,0.00003328911,0.00007024018,0.0007301348,0.0006545736,0.0002368964,0.0001192434,0.0004994364,0.000001114561],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253336,"about_ca_system_score_gemma":0.009739088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111024,"about_ca_topic_score_gemma":0.001303785,"domain_scores_codex":[0.9908444,0.0009074529,0.006372097,0.0001332477,0.001388785,0.000354023],"domain_scores_gemma":[0.9743233,0.0005041353,0.02309918,0.0003659039,0.001433629,0.0002738124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005855178,0.00002447753,0.9859456,0.0001970008,0.000002261737,4.572596e-7,0.004635955,0.00005346254,0.00001060097,0.0006184011,0.00007602842,0.008377227],"study_design_scores_gemma":[0.0004861603,0.0001089981,0.9329221,0.0003732575,0.000003731207,0.000006200742,0.06473905,0.0001345409,0.000006881697,0.0004760312,0.0007159883,0.0000270438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843317,0.001686669,0.0003483234,0.01109331,0.001701644,0.000302819,0.000004692804,0.000003991233,0.0005269133],"genre_scores_gemma":[0.9983458,0.0001589536,0.0005277536,0.0008750509,0.00008265362,0.000003419263,8.840644e-7,0.000001876114,0.000003612389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06010309,"threshold_uncertainty_score":0.9964001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.294144166623985,"score_gpt":0.5953091117229229,"score_spread":0.3011649450989379,"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."}}