{"id":"W2970298910","doi":"10.1016/j.puhe.2019.07.019","title":"Trend of the burden of chronic illnesses: using the Canadian Community Health Survey","year":2019,"lang":"en","type":"article","venue":"Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Laurentian University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Mood; Quality of life (healthcare); COPD; Health Utilities Index; Stroke (engine); Anxiety; Logistic regression; Chronic pain; Disease burden; Physical therapy; Gerontology; Psychiatry; Disease; Health related quality of life; Internal medicine","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":[0.002321322,0.0006018861,0.0007584991,0.006743361,0.001655724,0.001819774,0.001942236,0.0006170071,0.001832272],"category_scores_gemma":[0.008353653,0.0003682546,0.001405521,0.01674062,0.000424061,0.001104802,0.001283742,0.001384326,0.0002565024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02596892,"about_ca_system_score_gemma":0.0433354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960505,"about_ca_topic_score_gemma":0.9965654,"domain_scores_codex":[0.997327,0.0002211322,0.0002356598,0.000303533,0.001469275,0.0004434768],"domain_scores_gemma":[0.9950361,0.0001902047,0.0006311086,0.0001276733,0.003583149,0.0004316966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246379,0.00003921465,0.9793652,0.0002082183,0.0002728076,0.00003107965,0.0004385435,0.0005209135,0.00009261995,0.0004248678,0.009277777,0.009204119],"study_design_scores_gemma":[0.00000803654,0.00001564597,0.9963126,0.00004998863,0.00005988079,0.00002926698,0.0005485078,0.000737633,0.00003033277,0.00003772174,0.002154765,0.00001573628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7451137,0.00734836,0.001534046,0.003016234,0.0001797388,0.0003918507,0.225379,0.0002228305,0.01681424],"genre_scores_gemma":[0.9494075,0.003921802,0.001930502,0.0002811046,0.00004294953,0.0001576475,0.04249912,0.00003673216,0.0017227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596892,"threshold_uncertainty_score":0.1884186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482991363434386,"score_gpt":0.3799552815910953,"score_spread":0.2316561452476567,"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."}}