{"id":"W1493663114","doi":"10.5772/19583","title":"Integrating the Electronic Health Record into Education: Models, Issues and Considerations for Training Biomedical Engineers","year":2011,"lang":"en","type":"book-chapter","venue":"Advanced Biomedical Engineering","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Training (meteorology); Electronic health record; Engineering ethics; Medical education; Computer science; Engineering management; Engineering; Medicine; Political science; Geography; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04435388,0.0009119392,0.0007776669,0.002793206,0.004891307,0.02151736,0.004681009,0.00722711,0.008315345],"category_scores_gemma":[0.05566893,0.0008243942,0.000899963,0.002143052,0.005210522,0.02482418,0.009448417,0.007384767,0.00380711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009132297,"about_ca_system_score_gemma":0.02505784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009250612,"about_ca_topic_score_gemma":0.01268221,"domain_scores_codex":[0.9748746,0.01709965,0.001058465,0.0008063097,0.004358181,0.001802809],"domain_scores_gemma":[0.9423373,0.02898184,0.002246379,0.003226108,0.01305127,0.01015706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001802686,0.002927413,0.01617523,0.001894892,0.00002695009,0.000616788,0.01809442,0.001780474,0.000942117,0.2102818,0.07077711,0.6763026],"study_design_scores_gemma":[0.0002665753,0.002629827,0.01792953,0.01482316,0.0001304059,0.002938906,0.124457,0.01421268,0.003490544,0.1944632,0.6242907,0.0003674128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03698274,0.02152292,0.08308038,0.7548977,0.002714921,0.001009665,0.0001349202,0.001109406,0.09854733],"genre_scores_gemma":[0.5180119,0.03602869,0.3685829,0.04071026,0.001581464,0.002824507,0.0003040595,0.0003694852,0.03158673],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04435388,"threshold_uncertainty_score":0.2345685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05976458124835927,"score_gpt":0.3779263256903719,"score_spread":0.3181617444420126,"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."}}