{"id":"W2012790923","doi":"10.1186/1472-6963-14-198","title":"Impact of a chronic disease self-management program on health care utilization in rural communities: a retrospective cohort study using linked administrative data","year":2014,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Centre for Family Medicine; Institute for Clinical Evaluative Sciences; Western University; St. Michael's Hospital; Public Health Ontario; University Health Network; University of Toronto; Ontario HIV Treatment Network; Women's College Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Health administration; Health informatics; Health care; Poisson regression; Retrospective cohort study; Public health; Health services research; Nursing research; Family medicine; Disease management; Environmental health; Population; Nursing; Health management system; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001639131,0.0003269238,0.0003205778,0.001109248,0.001459391,0.0008611587,0.0007397488,0.0003703774,0.0008147808],"category_scores_gemma":[0.003172725,0.0003963452,0.0005640287,0.002505206,0.0005716161,0.0003467329,0.0007754915,0.0005350201,0.0001250961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039297,"about_ca_system_score_gemma":0.005104117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7036788,"about_ca_topic_score_gemma":0.7301005,"domain_scores_codex":[0.9985689,0.0002634586,0.00007852625,0.0003125729,0.0004502063,0.0003262452],"domain_scores_gemma":[0.9973844,0.0002826128,0.001020484,0.0002424193,0.0005977375,0.0004723535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003862333,0.00003163334,0.9989102,0.000008853402,0.00003842197,0.00003841172,0.0002187787,0.00001941153,0.00008589178,0.00000954537,0.00008241074,0.000517883],"study_design_scores_gemma":[0.00000433467,0.00005361173,0.9992245,0.000006643119,0.00001637292,0.00004613324,0.0004202561,0.00008566493,0.0000176901,0.000004261062,0.0001173496,0.00000322873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998645,0.00008201633,0.00008759023,0.00003058461,0.000001873804,0.00004791208,0.0008680229,0.000003271752,0.0002337359],"genre_scores_gemma":[0.9987324,0.0000926784,0.0002212315,0.00003699855,0.000003403352,0.00004361885,0.0007274196,0.000002473284,0.0001397511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7036788,"threshold_uncertainty_score":0.5961326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691726467873852,"score_gpt":0.5333378651116021,"score_spread":0.3641652183242169,"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."}}