{"id":"W2150565608","doi":"10.12927/hcq.2003.16763","title":"The Expanded Chronic Care Model: An Integration of Concepts and Strategies from Population Health Promotion and the Chronic Care Model","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":686,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Chronic disease; Health care; Medicine; Chronic care; Promotion (chess); Incidence (geometry); Multiple Chronic Conditions; Disease; Population; Health promotion; Nursing; Family medicine; Public health; Environmental health; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294946,0.0002474888,0.0004013669,0.00006370397,0.0004476745,0.0001396372,0.00009374854,0.00010508,0.000006146488],"category_scores_gemma":[0.0000141798,0.0001596926,0.00006481059,0.0001149822,0.0002848713,0.0003904804,0.000011906,0.000237469,6.026366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006983962,"about_ca_system_score_gemma":0.001724618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129118,"about_ca_topic_score_gemma":0.02282656,"domain_scores_codex":[0.9979433,0.0003913124,0.0005239361,0.0004258793,0.0003626828,0.0003528246],"domain_scores_gemma":[0.9987387,0.00005837567,0.0002852658,0.0005242909,0.000224489,0.000168872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008588517,0.0001523946,0.001645755,0.005422128,0.0001495842,0.000004414042,0.1365707,0.005681922,0.0003270168,0.3750299,0.0001354635,0.4740218],"study_design_scores_gemma":[0.0124854,0.009274923,0.02497135,0.001493616,0.0003177401,0.00001635034,0.3984247,0.5002435,0.00009388891,0.05202455,0.000118047,0.0005359806],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378633,0.04722229,0.005211728,0.005862734,0.0001442018,0.003061803,0.00008327556,0.0001252096,0.000425466],"genre_scores_gemma":[0.9977449,0.001076917,0.000262602,0.0001190645,0.0001084362,0.0001382854,0.000491976,0.00002995332,0.00002789953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945616,"threshold_uncertainty_score":0.9950043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373284522289226,"score_gpt":0.3664096395844118,"score_spread":0.3290811873554892,"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."}}