{"id":"W3189885788","doi":"10.2196/22325","title":"Including the Reason for Use on Prescriptions Sent to Pharmacists: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Medical prescription; Observational study; Medicine; Pharmacist; Terminology; MEDLINE; Electronic prescribing; Health care; Psychological intervention; Health informatics; Family medicine; Systematic review; Workflow; Medical education; Nursing; Pharmacy; Public health; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01737681,0.001463186,0.004922443,0.01768284,0.001495472,0.004706125,0.002573579,0.004161495,0.005209581],"category_scores_gemma":[0.1035736,0.00128329,0.006604322,0.0177399,0.001645272,0.004539074,0.002542384,0.001812094,0.0007250506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005302674,"about_ca_system_score_gemma":0.02561583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148011,"about_ca_topic_score_gemma":0.0194796,"domain_scores_codex":[0.9813048,0.005126482,0.008537992,0.0009929903,0.003610872,0.0004269523],"domain_scores_gemma":[0.8713632,0.1023537,0.01400983,0.001503782,0.01014798,0.0006214397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009288301,0.00002912966,0.0007912038,0.9148105,0.002070999,0.0001845356,0.0008630161,0.00009720781,0.0000988711,0.0005713079,0.003118316,0.07727206],"study_design_scores_gemma":[0.00002585239,0.00004813341,0.00123633,0.9689525,0.006470626,0.0002438991,0.0005756902,0.00003779621,0.0001189226,0.0002726385,0.02199795,0.00001962383],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001210643,0.9947507,0.0004433142,0.0008164016,0.0003196919,0.0006191482,0.0004965832,0.00001424018,0.001329272],"genre_scores_gemma":[0.009812891,0.9870827,0.0009124883,0.0007639179,0.0001427216,0.0007393146,0.0003502979,0.00001001839,0.0001857037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01768284,"threshold_uncertainty_score":0.09189844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5081429460559191,"score_gpt":0.5434604939466078,"score_spread":0.03531754789068864,"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."}}