{"id":"W4225855596","doi":"10.34105/j.kmel.2021.13.030","title":"Effects of medical scribes on patients, physicians, and safety: A scoping review","year":2021,"lang":"en","type":"review","venue":"Knowledge Management & E-Learning An International Journal","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"CINAHL; Documentation; Burnout; MEDLINE; Patient safety; Medicine; Family medicine; Medical record; Patient satisfaction; Medical education; Health care; Nursing; Psychological intervention; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004340661,0.0005015873,0.002315244,0.0005953117,0.0006100588,0.00006709903,0.001139525,0.0003926964,0.0005037811],"category_scores_gemma":[0.001623563,0.0004262037,0.0004138568,0.0003582339,0.00006303789,0.0001910053,0.0006655895,0.003584983,0.0001749747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009761091,"about_ca_system_score_gemma":0.001539994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001605376,"about_ca_topic_score_gemma":0.00002557535,"domain_scores_codex":[0.9885731,0.005878782,0.002488271,0.0006134865,0.001749878,0.0006964498],"domain_scores_gemma":[0.9945541,0.001774027,0.002266505,0.0003072733,0.0007431348,0.000354962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000008217618,0.000229982,0.00009245135,0.2475427,0.000507903,0.00006454747,0.0002225525,2.276611e-7,6.652186e-9,0.00230565,0.003190001,0.7458358],"study_design_scores_gemma":[0.0005494622,0.0001267389,0.00003250476,0.5058804,0.000295974,0.00001367106,0.00009463436,0.000009449498,2.668487e-8,0.00000526519,0.4928279,0.0001639911],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001402056,0.9791532,0.000169654,0.0002624304,0.004264384,0.002631279,0.000006514846,0.00005558002,0.01344294],"genre_scores_gemma":[0.00001724774,0.9946661,0.00009028579,0.0005907619,0.001899676,0.0002997729,0.0001680592,0.000101195,0.002166883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7456717,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325116100450054,"score_gpt":0.492179085155535,"score_spread":0.4389279241510345,"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."}}