{"id":"W4280622721","doi":"10.1136/bmjqs-2021-014582","title":"Documenting the indication for antimicrobial prescribing: a scoping review","year":2022,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"New Brunswick Pharmacists’ Association; Canadian Water and Wastewater Association; Sinai Health System; Hotel Dieu Shaver Health and Rehabilitation Centre; Kraft Heinz (Canada); Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; Health Sciences Centre; University of Waterloo; Sunnybrook Health Science Centre; University of Toronto; Toronto East General Hospital; NOSM University; Public Health Ontario; CARE Canada; West Park Healthcare Centre","funders":"","keywords":"Medicine; Documentation; CINAHL; MEDLINE; Grey literature; Family medicine; Data extraction; Health care; Antimicrobial stewardship; Systematic review; Nursing; Psychological intervention; Antibiotic resistance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005368025,0.0003985032,0.001849436,0.00006255214,0.00108063,0.00003190593,0.0007688255,0.0003452062,0.0008164499],"category_scores_gemma":[0.0009647535,0.0002625824,0.0009292143,0.0002802902,0.0001981649,0.00007041649,0.000349522,0.0006856911,0.0001531483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315608,"about_ca_system_score_gemma":0.0009106811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003993074,"about_ca_topic_score_gemma":0.00002093367,"domain_scores_codex":[0.9944831,0.002035441,0.002285269,0.0006264077,0.00008720233,0.0004825526],"domain_scores_gemma":[0.9956347,0.001783097,0.0017034,0.0008098949,0.00005010783,0.00001881937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004916557,0.00008270209,0.000002378943,0.3353071,0.0006008667,0.000001497508,0.0001713879,1.412807e-7,0.00002157558,0.001467262,0.02686155,0.6354344],"study_design_scores_gemma":[0.000231923,0.00001752482,0.000001474758,0.2016035,0.0008574844,0.00003083503,0.00004415896,3.515114e-8,0.000008745435,0.00001249781,0.7969054,0.0002863508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.802976e-7,0.9892282,0.0005344899,0.000691685,0.0009539747,0.007598915,0.0002617902,0.00007278573,0.0006571865],"genre_scores_gemma":[0.000003579722,0.9942152,0.00007051086,0.0007259272,0.000144386,0.0004135464,0.002164634,0.00004573234,0.002216464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7700438,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492614541722897,"score_gpt":0.451373972634953,"score_spread":0.3021125184626633,"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."}}