{"id":"W3168420987","doi":"10.1016/j.jtumed.2021.03.009","title":"Impact of an educational training program on pharmacists’ documentation practice at a teaching hospital","year":2021,"lang":"en","type":"article","venue":"Journal of Taibah University Medical Sciences","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Documentation; Medicine; Pharmacist; Chart; Test (biology); Session (web analytics); Pharmaceutical care; Quality management; Quality (philosophy); Family medicine; Patient care; Nursing; Pharmacy; Operations management; Computer science; Statistics","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":[0.00136882,0.00007640625,0.0002002882,0.0001247665,0.0002011079,0.00002699529,0.0001809713,0.00004590923,0.001252206],"category_scores_gemma":[0.002896164,0.00005527569,0.0001679972,0.0002789605,0.0002428131,0.001137949,0.00004689527,0.0004276935,0.00000365707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248638,"about_ca_system_score_gemma":0.00139884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002078276,"about_ca_topic_score_gemma":0.000001277386,"domain_scores_codex":[0.9978516,0.0002847223,0.0002496058,0.0001357562,0.001314476,0.0001638485],"domain_scores_gemma":[0.997894,0.0008942403,0.000456313,0.0000584126,0.0002165729,0.0004804003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006402281,0.02878634,0.3023362,0.0002221303,0.001631083,0.005896008,0.01677585,0.0004667819,0.005922805,0.006069847,0.007841832,0.6176488],"study_design_scores_gemma":[0.03734607,0.08333818,0.5683413,0.002242194,0.00368733,0.0230471,0.06082308,0.02331011,0.004829336,0.001223643,0.1904525,0.001359195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772373,0.00005453955,0.00003536701,0.01523776,0.0002993988,0.00009842377,0.000002633984,0.000006035555,0.007028495],"genre_scores_gemma":[0.9940509,0.00009883942,0.005079931,0.0003704606,0.0001774919,1.112723e-7,0.000005143055,0.00000258198,0.000214502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162896,"threshold_uncertainty_score":0.9996608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360381029878237,"score_gpt":0.5033643261054632,"score_spread":0.3673262231176395,"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."}}