{"id":"W2995047190","doi":"10.2196/16410","title":"A Patient-Centered Information System (myED) for Emergency Care Journeys: Design, Development, and Initial Adoption","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israel Science Foundation; Clalit Health Services; Israel National Institute for Health Policy Research","keywords":"Emergency department; Health care; Medical emergency; Information system; Medical record; Medicine; Psychology; Nursing; Engineering","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":[0.01297869,0.0005836997,0.0004321482,0.001057814,0.0006176367,0.00233492,0.001584764,0.0009313028,0.001808542],"category_scores_gemma":[0.02407089,0.0005730311,0.0005661716,0.0006612921,0.0006391646,0.003714833,0.002293468,0.001181533,0.0004131432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127416,"about_ca_system_score_gemma":0.001995692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093472,"about_ca_topic_score_gemma":0.001277925,"domain_scores_codex":[0.9948651,0.002768546,0.0006349005,0.0005973856,0.000853132,0.0002809853],"domain_scores_gemma":[0.9877653,0.006706545,0.0005170492,0.001273708,0.00287608,0.0008612454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001817437,0.004796624,0.09305702,0.002786251,0.0001914785,0.001114165,0.03185586,0.004373616,0.03876973,0.005686135,0.007909692,0.807642],"study_design_scores_gemma":[0.003041432,0.03354698,0.3193433,0.004235535,0.001372605,0.006005205,0.04213371,0.1800787,0.1439732,0.01062769,0.2544999,0.001141726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8035363,0.0005624401,0.177967,0.001785579,0.0001261902,0.005311293,0.001168175,0.005249885,0.004293127],"genre_scores_gemma":[0.5732213,0.0004008587,0.4200487,0.000448173,0.00003277501,0.00254455,0.001542205,0.0002817473,0.001479678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297869,"threshold_uncertainty_score":0.06863868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1730389504383762,"score_gpt":0.5010400741920549,"score_spread":0.3280011237536786,"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."}}