{"id":"W6926722162","doi":"10.25384/sage.c.5568228","title":"Disrupted and Restored Patient Experience With Transition to New Electronic Health Record System","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient experience; Electronic health record; Health care; Patient record; Patient care; Health records; Healthcare system; Quarter (Canadian coin); Medical record","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":[0.00284004,0.0001101114,0.0002376002,0.0003966374,0.0005631464,0.00157461,0.0004133258,0.000401214,0.002363892],"category_scores_gemma":[0.01893607,0.0001560681,0.00054081,0.0005051161,0.0005836024,0.001013795,0.001447769,0.001121133,0.0002452645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435773,"about_ca_system_score_gemma":0.001635662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006512005,"about_ca_topic_score_gemma":0.007110042,"domain_scores_codex":[0.9967726,0.001276729,0.0003514082,0.000294409,0.000730479,0.000574337],"domain_scores_gemma":[0.9896539,0.002368643,0.004773974,0.0007102588,0.001256823,0.001236481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005127985,0.0003969357,0.9654168,0.00006491057,0.0001042895,0.000218614,0.0070998,0.0002743745,0.0008130961,0.0001584618,0.00054783,0.02439214],"study_design_scores_gemma":[0.000006761463,0.0005683713,0.991602,0.00002705176,0.00002001928,0.00012297,0.006287168,0.0002430807,0.0003022129,0.00008080076,0.0007262661,0.00001326652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986155,0.00007540626,0.0001420977,0.000356324,0.000009703713,0.00001159494,0.0001012616,0.00000544708,0.0006826383],"genre_scores_gemma":[0.9995115,0.00004371546,0.0001008191,0.0000914902,0.000006148935,0.000007350732,0.0000774831,0.000001429391,0.0001601621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006512005,"threshold_uncertainty_score":0.01501977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802687645700724,"score_gpt":0.2970710933875575,"score_spread":0.2690442169305503,"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."}}