{"id":"W2031409502","doi":"10.12927/hcq.2009.21106","title":"Alberta's Systems Approach to Chronic Disease Management and Prevention Utilizing the Expanded Chronic Care Model","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Diabetes Management and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Chronic disease; Chronic care; Perspective (graphical); Medicine; Disease management; Primary care; Process management; Nursing; Best practice; Disease; Intensive care medicine; Family medicine; Computer science; Business; Political science; Pathology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004898021,0.0005243069,0.0002316191,0.001734477,0.00332353,0.005353177,0.002127057,0.001697303,0.005348329],"category_scores_gemma":[0.003349293,0.0003582525,0.0005168112,0.002295131,0.005230856,0.00158055,0.003886102,0.002972403,0.0003465809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04099745,"about_ca_system_score_gemma":0.1206715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8299283,"about_ca_topic_score_gemma":0.915936,"domain_scores_codex":[0.9936687,0.002346737,0.0001115472,0.000228029,0.002664675,0.0009803276],"domain_scores_gemma":[0.9969297,0.0007513262,0.0001080821,0.0001867757,0.001024096,0.001000096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001196088,0.0002852544,0.01858171,0.0007073822,0.00009265925,0.0009912486,0.005817017,0.01376586,0.0009006484,0.5331662,0.1974842,0.2280882],"study_design_scores_gemma":[0.0002810592,0.0002335497,0.03150468,0.001167935,0.0001473053,0.0009444861,0.00624923,0.01313777,0.0005976496,0.1007311,0.8448874,0.0001177394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04545208,0.02475709,0.05625185,0.3186978,0.002263747,0.001355043,0.0009222878,0.0007409328,0.5495593],"genre_scores_gemma":[0.7401091,0.02847209,0.1099643,0.02692149,0.00092588,0.0009657818,0.0007965523,0.0001123454,0.09173245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1700717,"threshold_uncertainty_score":0.3421465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278129072931257,"score_gpt":0.311132843096245,"score_spread":0.2833199358031193,"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."}}