{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001169,0.0003389019,0.000338655,0.001438424,0.001133801,0.001023051,0.001026499,0.0003842046,0.0009527688],"category_scores_gemma":[0.006552869,0.0004430603,0.000428713,0.002864194,0.0007525413,0.0004682287,0.000959912,0.0005610984,0.0001350784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007790606,"about_ca_system_score_gemma":0.008488161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7441669,"about_ca_topic_score_gemma":0.8198591,"domain_scores_codex":[0.9977471,0.0005251969,0.0001971212,0.0002725505,0.000929127,0.0003288205],"domain_scores_gemma":[0.9941121,0.001100069,0.002213084,0.0002716646,0.001597225,0.0007058717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039733,0.0001137065,0.9962392,0.00003869941,0.00003789134,0.00005618266,0.001189484,0.00005090892,0.0001086408,0.00001479732,0.0001758502,0.001870702],"study_design_scores_gemma":[0.00001110988,0.0001325627,0.9965931,0.0000232796,0.00001920255,0.00007759993,0.002560321,0.0002619567,0.00005332673,0.000006763595,0.0002532648,0.000007474945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998904,0.0001260137,0.0001118513,0.00004082229,0.000002498371,0.00007112476,0.0004086195,0.000003568053,0.000331519],"genre_scores_gemma":[0.9987118,0.0001640334,0.0003818888,0.00004540691,0.000005114235,0.00005504679,0.0004375165,0.000002823912,0.0001963429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2558331,"threshold_uncertainty_score":0.5146796,"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."}}