{"id":"W7061550531","doi":"","title":"Reference Architecture Frameworks for Chronic Disease Management Solutions","year":2022,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Reference architecture; Data architecture; Architecture; Chronic disease; Disease management; Information management; Data management; Enterprise architecture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02216453,0.001749369,0.0008400157,0.01717417,0.002893274,0.01148986,0.004238251,0.003590237,0.004542466],"category_scores_gemma":[0.02939695,0.0009366111,0.004065274,0.01559846,0.003104677,0.01239951,0.005359049,0.002880004,0.00184345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009824028,"about_ca_system_score_gemma":0.01673567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02555043,"about_ca_topic_score_gemma":0.02585032,"domain_scores_codex":[0.9816709,0.008330092,0.003765794,0.001698291,0.003685818,0.0008491726],"domain_scores_gemma":[0.9803069,0.008509166,0.001727087,0.002571426,0.006280479,0.0006049161],"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":[0.0000275991,0.00007519684,0.002531257,0.001696775,0.00009606978,0.0003390711,0.004129796,0.01271897,0.001301839,0.856062,0.01091348,0.1101079],"study_design_scores_gemma":[0.00004774127,0.00011084,0.002681138,0.004913308,0.0002193595,0.0006478832,0.004360383,0.03858177,0.002094345,0.3182938,0.6279341,0.0001153824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007741657,0.004089357,0.9306883,0.00875738,0.0002841381,0.001434441,0.001774032,0.002246994,0.04298371],"genre_scores_gemma":[0.04875568,0.003784399,0.9348338,0.0005912456,0.00007639355,0.001367381,0.00584236,0.0002596673,0.004488986],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02555043,"threshold_uncertainty_score":0.1172186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338683741012431,"score_gpt":0.2850605369425933,"score_spread":0.2616736995324689,"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."}}