{"id":"W4310027038","doi":"10.1177/08404704221139219","title":"Human factors in healthcare IT: Management considerations and trends","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; Health care; Computer science; Knowledge management; Process (computing); Procurement; Process management; Risk analysis (engineering); Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01975074,0.0005275184,0.0007297008,0.005054468,0.002138899,0.009530355,0.001314301,0.003552126,0.004444327],"category_scores_gemma":[0.02138003,0.0003864344,0.0004666583,0.008201793,0.00484289,0.009045159,0.001814791,0.003938341,0.0006812361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008009315,"about_ca_system_score_gemma":0.013216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084169,"about_ca_topic_score_gemma":0.02203531,"domain_scores_codex":[0.9903685,0.003762116,0.0009890149,0.0008003349,0.003369618,0.0007105243],"domain_scores_gemma":[0.9503878,0.03111817,0.002842987,0.0009531919,0.01164018,0.003057718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000128566,0.0003750796,0.04240217,0.004097426,0.00005243836,0.0004059315,0.009545352,0.0009718447,0.001285836,0.08701986,0.03998339,0.813732],"study_design_scores_gemma":[0.00005466388,0.001175253,0.1142423,0.01676318,0.0001023863,0.002449229,0.04003919,0.004064737,0.001538148,0.07120053,0.7481022,0.0002682135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02822899,0.4646384,0.01137825,0.4250089,0.002705101,0.000239019,0.0002265081,0.0002380281,0.06733688],"genre_scores_gemma":[0.4145297,0.4898326,0.02801957,0.04605142,0.006936302,0.0004289793,0.0003107034,0.0001311187,0.01375961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02084169,"threshold_uncertainty_score":0.1044531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0800704284505047,"score_gpt":0.4311198485100662,"score_spread":0.3510494200595615,"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."}}