{"id":"W2896978717","doi":"10.2196/10721","title":"Bridging the Gap Between Academic Research and Pragmatic Needs in Usability: A Hybrid Approach to Usability Evaluation of Health Care Information Systems","year":2018,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Usability; Usability engineering; Computer science; Usability goals; Cognitive walkthrough; Heuristic evaluation; Generalizability theory; Web usability; Knowledge management; Pluralistic walkthrough; Process management; Human–computer interaction; Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2220352,0.001815434,0.002247387,0.01284671,0.009984805,0.02668605,0.005082081,0.005329702,0.002809246],"category_scores_gemma":[0.2083949,0.002151653,0.001696033,0.006514643,0.03673998,0.01741605,0.02367386,0.005472066,0.0004244895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01508365,"about_ca_system_score_gemma":0.02339108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398125,"about_ca_topic_score_gemma":0.005880028,"domain_scores_codex":[0.5584456,0.3955015,0.01176878,0.00538081,0.02634245,0.00256093],"domain_scores_gemma":[0.6295165,0.313969,0.008837854,0.02099014,0.023459,0.003227518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003247253,0.001214774,0.01180382,0.007039682,0.000424335,0.0007254786,0.3735711,0.002414621,0.005130121,0.3315542,0.00283829,0.2629589],"study_design_scores_gemma":[0.0005897086,0.001719628,0.0111943,0.008504373,0.0004775382,0.001893216,0.3034728,0.02216864,0.0063337,0.5875236,0.05572525,0.0003971978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.14098,0.005585771,0.767074,0.03211309,0.0002767399,0.005580967,0.00008017741,0.0004671744,0.04784206],"genre_scores_gemma":[0.5877889,0.0009516496,0.4025578,0.001588627,0.00007216604,0.005777838,0.0000345563,0.0001176814,0.001110761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2220352,"threshold_uncertainty_score":0.9593691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227502384844419,"score_gpt":0.4231917279699123,"score_spread":0.1956893431254933,"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."}}