{"id":"W161355807","doi":"10.3233/978-1-60750-806-9-915","title":"Emerging Approaches to Usability Evaluation of Health Information Systems: Towards In-Situ Analysis of Complex Healthcare Systems and Environments","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; Summative assessment; Formative assessment; USable; Computer science; Health care; Usability engineering; Information system; Usability goals; Knowledge management; Process management; Human–computer interaction; Engineering; Multimedia; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01672185,0.0002297042,0.001715418,0.002652009,0.0003754243,0.000003010589,0.0001838015,0.0003273428,0.00000215773],"category_scores_gemma":[0.0007914189,0.0002095303,0.0000329556,0.002317905,0.0003186931,0.0003574927,0.0002635745,0.0006068647,0.000002550558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621486,"about_ca_system_score_gemma":0.0009109531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006391058,"about_ca_topic_score_gemma":0.003055323,"domain_scores_codex":[0.9914992,0.001657736,0.005283173,0.0002092318,0.0005263849,0.0008242803],"domain_scores_gemma":[0.9964105,0.0002724792,0.002454254,0.0004872499,0.0002416048,0.0001338939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006982523,0.0001025709,0.6102042,0.04270053,0.0003674441,9.249657e-8,0.2399322,0.001045118,0.000001051114,0.03770214,0.00006887716,0.0678059],"study_design_scores_gemma":[0.00162517,0.001039028,0.4251067,0.002917518,0.0001022686,0.000003841616,0.5206574,0.04563359,0.00000367191,0.0006231259,0.002026557,0.0002611554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682455,0.01891924,0.001469206,0.002514142,0.0005584445,0.007125123,0.00006821437,0.0000567219,0.001043405],"genre_scores_gemma":[0.9943596,0.003666071,0.0009326679,0.0002816671,0.000008553182,0.0007092441,0.0000297894,0.000008265402,0.000004176088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807252,"threshold_uncertainty_score":0.966141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4341264993934686,"score_gpt":0.4724094887528153,"score_spread":0.03828298935934671,"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."}}