{"id":"W3134990841","doi":"10.1186/s40900-021-00252-7","title":"A generative co-design framework for healthcare innovation: development and application of an end-user engagement framework","year":2021,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":301,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victorian Order of Nurses; University of Waterloo; McMaster University","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Health care; Creativity; Work (physics); Knowledge management; Business; Public relations; Nursing; Psychology; Medicine; Computer science; 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":[0.02670242,0.00202758,0.000786473,0.004529247,0.004240634,0.009307418,0.00524621,0.004868283,0.008146067],"category_scores_gemma":[0.02370713,0.0012643,0.003109506,0.002202665,0.01817758,0.007579938,0.009765843,0.003900632,0.001393679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008521019,"about_ca_system_score_gemma":0.01005648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006723327,"about_ca_topic_score_gemma":0.006947835,"domain_scores_codex":[0.9693608,0.02485399,0.001077984,0.001732978,0.002064413,0.0009098124],"domain_scores_gemma":[0.9621401,0.03129375,0.0008055054,0.002389142,0.001931309,0.001440168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007954376,0.0003225882,0.002529207,0.001385571,0.0000679076,0.0006209129,0.05662882,0.01311461,0.001709013,0.8603982,0.002143486,0.0610001],"study_design_scores_gemma":[0.0002969221,0.0004717096,0.001256275,0.003157508,0.0001743361,0.001169753,0.0321763,0.1017808,0.004175707,0.6174116,0.2377929,0.0001362081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006230935,0.0003917149,0.966163,0.002053804,0.00005102695,0.001531441,0.00008815481,0.0003878778,0.02310211],"genre_scores_gemma":[0.1303402,0.0003340231,0.8611637,0.0003228829,0.00001780891,0.003964004,0.0001957635,0.0001403614,0.003521236],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02670242,"threshold_uncertainty_score":0.1412176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6028783839482393,"score_gpt":0.5549968363777863,"score_spread":0.04788154757045304,"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."}}