{"id":"W2901556579","doi":"10.2196/10306","title":"Electronic Health Records as an Educational Tool: Viewpoint","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Documentation; Medical education; Graduate medical education; Health care; Leverage (statistics); Interpreter; Quality (philosophy); Quality management; Medicine; Psychology; Computer science; Business; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01346857,0.0004825621,0.0003695312,0.001995472,0.001630154,0.008343942,0.001966282,0.00576868,0.004283792],"category_scores_gemma":[0.01592783,0.000249081,0.0004771134,0.001216147,0.006268984,0.01065204,0.003105646,0.007124005,0.001352462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006301094,"about_ca_system_score_gemma":0.00737925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007407199,"about_ca_topic_score_gemma":0.006953509,"domain_scores_codex":[0.9935375,0.003908571,0.0003319092,0.0004281387,0.001557904,0.0002359386],"domain_scores_gemma":[0.9781001,0.01240326,0.0005890551,0.0006188972,0.007187164,0.001101573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007016251,0.0002841625,0.003687661,0.003719125,0.00002570145,0.0009574713,0.00552098,0.0007035428,0.0008063478,0.5358943,0.1348032,0.3135275],"study_design_scores_gemma":[0.00005346792,0.0002700221,0.003099158,0.01077581,0.00005212594,0.001721939,0.009389142,0.001545487,0.001442466,0.07435434,0.8972384,0.00005769892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008993515,0.1813278,0.0131574,0.6837999,0.006813399,0.00009372678,0.0001473877,0.0001115732,0.1055551],"genre_scores_gemma":[0.3561318,0.3245389,0.0363096,0.2349583,0.01863038,0.0003325934,0.0001932034,0.000182516,0.02872268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01346857,"threshold_uncertainty_score":0.07122952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404370725772692,"score_gpt":0.5109148293422127,"score_spread":0.4768711220844857,"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."}}