{"id":"W2750928525","doi":"10.1080/14606925.2017.1352746","title":"Health Design: Mapping current situations, envisioning next steps","year":2017,"lang":"en","type":"article","venue":"The Design Journal","topic":"Persona Design and Applications","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health care; Knowledge management; Health professionals; Face (sociological concept); Process management; Computer science; Risk analysis (engineering); Psychology; Medicine; Business","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":[0.01728811,0.001728032,0.000640076,0.004101427,0.00450099,0.01788953,0.002712701,0.005046549,0.007281574],"category_scores_gemma":[0.02219888,0.001694443,0.001213978,0.002477064,0.01487017,0.02304748,0.008338542,0.003228302,0.001913256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005503829,"about_ca_system_score_gemma":0.00884978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363556,"about_ca_topic_score_gemma":0.007302892,"domain_scores_codex":[0.9825491,0.01375714,0.0007288256,0.001101406,0.001233796,0.0006297786],"domain_scores_gemma":[0.9899443,0.006301073,0.0006367719,0.001126888,0.00105097,0.0009399174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001205831,0.0002860749,0.0116209,0.002079248,0.0001131268,0.001097779,0.1306912,0.01290461,0.002131867,0.6582177,0.013623,0.1671138],"study_design_scores_gemma":[0.00005579529,0.0001778254,0.002221782,0.002266452,0.00008796234,0.001262367,0.1325912,0.02110986,0.001549543,0.5839746,0.2545544,0.000148178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03611163,0.005709298,0.8083072,0.04067902,0.0004768032,0.001469318,0.0004354703,0.001153632,0.1056576],"genre_scores_gemma":[0.3456995,0.004682798,0.6380454,0.001355018,0.00008319212,0.001030271,0.0004721977,0.0002765533,0.008354967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01788953,"threshold_uncertainty_score":0.09142935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2316769070364361,"score_gpt":0.3552518129859218,"score_spread":0.1235749059494857,"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."}}