{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287466,0.001442931,0.004961962,0.01740547,0.001416526,0.003513364,0.001792966,0.002317955,0.00606755],"category_scores_gemma":[0.06045909,0.001048655,0.004897478,0.01829927,0.001193753,0.002904667,0.001934136,0.001293288,0.000676146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004921838,"about_ca_system_score_gemma":0.01709438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009539627,"about_ca_topic_score_gemma":0.02718675,"domain_scores_codex":[0.9897788,0.003394861,0.003447558,0.0004808921,0.002655367,0.0002424624],"domain_scores_gemma":[0.9391999,0.04619766,0.007584131,0.0007458081,0.005875955,0.0003965852],"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":[0.0001001404,0.00003293719,0.0005976181,0.8730041,0.001897924,0.0001270389,0.0004222608,0.00009556195,0.0001296932,0.0004675162,0.003149777,0.1199754],"study_design_scores_gemma":[0.00003757442,0.00009857007,0.001751533,0.9649244,0.008637107,0.0002101635,0.0004097638,0.00004252395,0.0001156303,0.0002188247,0.02353744,0.00001641484],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006401018,0.997566,0.0001310078,0.0002885316,0.0001490305,0.0003620555,0.0001940277,0.000006555383,0.0006627408],"genre_scores_gemma":[0.004126064,0.9945485,0.0003887795,0.0002414828,0.00005822699,0.0003830162,0.0001121185,0.000003091821,0.0001385811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01740547,"threshold_uncertainty_score":0.06808853,"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."}}