{"id":"W2803493841","doi":"10.2196/10184","title":"Emergency Physician Use of the Alberta Netcare Portal, a Province-Wide Interoperable Electronic Health Record: Multi-Method Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"University of Alberta; University of Calgary; Alberta Health Services","keywords":"Medicine; Medical emergency; Audit; Interquartile range; Electronic health record; Health information exchange; Observational study; Emergency department; Vendor; Medical record; Emergency medicine; Health care; Health information; Business; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003317889,0.0003216266,0.0007657259,0.0001146046,0.0009123718,0.00001345157,0.000847745,0.0003292244,0.001047557],"category_scores_gemma":[0.001768077,0.0002138494,0.0001473811,0.0007412384,0.0001380153,0.0005379511,0.0003787468,0.002004372,0.000228258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140387,"about_ca_system_score_gemma":0.009608731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01036729,"about_ca_topic_score_gemma":0.08603336,"domain_scores_codex":[0.9916283,0.001776092,0.003543402,0.0002619062,0.001286678,0.001503617],"domain_scores_gemma":[0.9950113,0.001029058,0.001865664,0.0009817757,0.0006313549,0.0004808338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001459966,0.001563847,0.6152663,0.00346151,0.0002659958,0.000001607368,0.08795927,0.000007226514,0.000009051873,0.002557101,0.2502501,0.03851198],"study_design_scores_gemma":[0.005049704,0.005506507,0.1494891,0.003418024,0.00006869726,0.00001231835,0.05029899,0.07092824,0.0000183659,0.0002333343,0.7141278,0.0008488757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680356,0.0001140833,0.008207437,0.005769235,0.003387163,0.01079064,0.00004305803,0.0001571606,0.003495596],"genre_scores_gemma":[0.9218995,0.0003340617,0.009085386,0.04334485,0.002014784,0.002445777,0.000146793,0.0001850415,0.02054379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4657772,"threshold_uncertainty_score":0.9998656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406498823296238,"score_gpt":0.4675131912957997,"score_spread":0.3268633089661759,"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."}}