{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740755,0.0001806755,0.0002084211,0.0001256114,0.000194579,0.00009655301,0.0001147629,0.00004741795,0.000003638112],"category_scores_gemma":[0.00000386992,0.0001411386,0.0000638105,0.0001887855,0.00001949568,0.0001232461,0.00001511353,0.0001197159,0.00002145624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928501,"about_ca_system_score_gemma":0.0001871222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510411,"about_ca_topic_score_gemma":0.00009996284,"domain_scores_codex":[0.9985527,0.00006726357,0.0002737032,0.0004042198,0.000295802,0.0004063203],"domain_scores_gemma":[0.9990492,0.0000120619,0.00007086176,0.0004927539,0.00006646709,0.0003086822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002123224,0.0003325764,0.001481129,0.00852723,0.0001213208,0.000006982969,0.01533512,0.0008945079,0.00003525704,0.04462972,0.006727311,0.9216965],"study_design_scores_gemma":[0.01010695,0.01806509,0.4564847,0.007632809,0.002174647,0.00003466474,0.1195994,0.3239421,0.00002233914,0.006093063,0.05368222,0.002162043],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7683444,0.05739681,0.01225829,0.06205533,0.001617776,0.01997608,0.00002009965,0.000556717,0.07777448],"genre_scores_gemma":[0.9941217,0.0001034861,0.0002680413,0.0006889289,0.0003468586,0.0003246133,0.0001220698,0.00001986247,0.004004438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9195345,"threshold_uncertainty_score":0.5755463,"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."}}