{"id":"W2770827060","doi":"10.1016/j.ijmedinf.2017.11.011","title":"Clinician user involvement in the real world: Designing an electronic tool to improve interprofessional communication and collaboration in a hospital setting","year":2017,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Trillium Health Centre; University of Toronto","funders":"Canadian Medical Association","keywords":"Workflow; Agile software development; Variety (cybernetics); Participatory design; Computer science; Identification (biology); Software design; Health care; User-centered design; User interface; Process management; Software development; User experience design; End user; Software; Knowledge management; Software engineering; Human–computer interaction; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03466011,0.0009430745,0.000404488,0.001292849,0.003940403,0.004756669,0.002127369,0.002017956,0.002815024],"category_scores_gemma":[0.05699163,0.0009124116,0.000491739,0.0007023531,0.002787541,0.00482952,0.008480302,0.001731794,0.001018291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140428,"about_ca_system_score_gemma":0.00558599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005524757,"about_ca_topic_score_gemma":0.0008723185,"domain_scores_codex":[0.9515714,0.04140963,0.001428038,0.001358864,0.002837635,0.001394496],"domain_scores_gemma":[0.9434628,0.03717162,0.004257722,0.00459611,0.004988164,0.005523596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000869683,0.004294878,0.0794969,0.002123219,0.0001261361,0.004059273,0.3951869,0.002845167,0.03476135,0.004022359,0.00810284,0.4641113],"study_design_scores_gemma":[0.001775193,0.02512438,0.0861324,0.004959722,0.0005577267,0.01845594,0.510038,0.03494095,0.05967966,0.01453042,0.2428203,0.0009853201],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131894,0.0004017584,0.169492,0.004130007,0.0001068958,0.002246354,0.00005069268,0.001063649,0.009319256],"genre_scores_gemma":[0.7563571,0.0003321486,0.2382747,0.001140309,0.00003992542,0.00139699,0.00007079491,0.0001600572,0.002227951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03466011,"threshold_uncertainty_score":0.1833024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512758825883924,"score_gpt":0.483999058058533,"score_spread":0.4488714697996938,"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."}}