{"id":"W4380683047","doi":"10.1186/s12913-023-09618-x","title":"Assessing the sustainability and scalability of a diabetes eHealth innovation: a mixed-methods study","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit; North York General Hospital; Public Health Ontario; University of Toronto; Université Laval; St. Michael's Hospital","funders":"Ontario SPOR SUPPORT Unit","keywords":"Sustainability; eHealth; Nursing research; Health informatics; Medicine; Health administration; Stakeholder; Knowledge management; Qualitative research; Process management; Scale (ratio); Stakeholder engagement; Scalability; Nursing; Health care; Public health; Computer science; Business; Public relations; Sociology; Economics","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":[0.07206918,0.0006931818,0.00124048,0.003240879,0.002743348,0.004078554,0.001733385,0.001530782,0.002483048],"category_scores_gemma":[0.05968864,0.0008801483,0.001542961,0.003131181,0.002017865,0.003203684,0.003182329,0.001130337,0.0003371808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004416973,"about_ca_system_score_gemma":0.006614469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00287126,"about_ca_topic_score_gemma":0.00552781,"domain_scores_codex":[0.9671686,0.02308493,0.00314126,0.001973425,0.00354598,0.001085866],"domain_scores_gemma":[0.915732,0.06501431,0.007857322,0.002887065,0.006878822,0.001630477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0020901,0.01161434,0.2385027,0.01096081,0.001172586,0.001264991,0.4658557,0.0007313539,0.003622331,0.004420866,0.001360208,0.258404],"study_design_scores_gemma":[0.001587121,0.02397115,0.230322,0.009590429,0.001201818,0.001264736,0.6905702,0.005034551,0.005520165,0.005274764,0.02524801,0.0004151182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810197,0.001153822,0.006365108,0.00040701,0.00003333844,0.008910173,0.0003026517,0.00001482992,0.001793502],"genre_scores_gemma":[0.938782,0.001799375,0.03150443,0.0009345402,0.00006436346,0.02526674,0.0002825132,0.00002187091,0.001344178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07206918,"threshold_uncertainty_score":0.3811428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004818084317693,"score_gpt":0.559099602209865,"score_spread":0.4586177937780957,"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."}}