{"id":"W3195165943","doi":"10.1177/23743735211034064","title":"Disrupted and Restored Patient Experience With Transition to New Electronic Health Record System","year":2021,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electronic health record; Quarter (Canadian coin); Medicine; Healthcare system; Health care; Health records; Interrupted time series; Family medicine; Patient care; Medical emergency; Nursing; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002713926,0.000107342,0.0002553551,0.0003357505,0.0006344383,0.001425496,0.0003553648,0.000371737,0.002557093],"category_scores_gemma":[0.01645781,0.0001535252,0.0005227241,0.0004368076,0.0005548359,0.0008880917,0.001406768,0.001091723,0.0002363291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271011,"about_ca_system_score_gemma":0.001570933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005274757,"about_ca_topic_score_gemma":0.006036271,"domain_scores_codex":[0.9972131,0.001105592,0.0002903468,0.0002285897,0.0006459182,0.0005166079],"domain_scores_gemma":[0.9924912,0.001883728,0.002997862,0.0004973629,0.001021735,0.001108056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005865314,0.0005461703,0.9540315,0.00007885097,0.0001284219,0.0002806986,0.01162647,0.0003143954,0.001227272,0.0001818174,0.000715861,0.03028207],"study_design_scores_gemma":[0.00000952647,0.0007752278,0.9865665,0.00002827153,0.00002484784,0.0001651797,0.01056947,0.000361533,0.0003808883,0.00008924399,0.001009875,0.00001950781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998888,0.00005858639,0.0001345117,0.0002642992,0.000008696229,0.00001027398,0.00007422679,0.000004957051,0.0005565889],"genre_scores_gemma":[0.9995777,0.00003161004,0.0000958975,0.00007302158,0.000004626034,0.000006505327,0.00005685598,0.000001419073,0.0001523194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274757,"threshold_uncertainty_score":0.01435274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117930795765854,"score_gpt":0.3910385080506041,"score_spread":0.3498592000929455,"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."}}