{"id":"W1983328966","doi":"10.12927/hcq.2011.22485","title":"Chronic Conditions More Than Age Drive Health System Use in Canadian Seniors","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medical prescription; Health care; Medicine; Chronic condition; Family medicine; Health administration; Chronic disease; Gerontology; Public health; Nursing; Disease","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":[0.001196335,0.0003218659,0.0005412788,0.002203412,0.002619569,0.001601633,0.0008176535,0.0004863112,0.003951562],"category_scores_gemma":[0.004844706,0.0002941472,0.001106153,0.005481265,0.0007267922,0.0006656484,0.001294094,0.0007967189,0.000192778],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01911588,"about_ca_system_score_gemma":0.02274896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953762,"about_ca_topic_score_gemma":0.9971702,"domain_scores_codex":[0.9989803,0.00006990413,0.00007338182,0.00008345916,0.0004053832,0.0003874911],"domain_scores_gemma":[0.9971237,0.000194517,0.0006778241,0.00009419639,0.001057705,0.0008521877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004409042,0.00002910999,0.9918569,0.0000286959,0.00005175065,0.00005051831,0.0007876247,0.00008391537,0.00003974222,0.0003377688,0.001297712,0.005392159],"study_design_scores_gemma":[0.000002964058,0.000009667363,0.9976815,0.0000301256,0.0000185887,0.00002826577,0.001116233,0.0001616266,0.00001122442,0.00006255668,0.00086825,0.000008974149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865327,0.001241741,0.00007614104,0.001564912,0.00002985049,0.00002646888,0.00424823,0.00000756533,0.006272337],"genre_scores_gemma":[0.9974233,0.0006161205,0.0001077207,0.0001900841,0.0000115516,0.000004882803,0.0009804361,0.000002324922,0.0006635797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9808841,"threshold_uncertainty_score":0.1386961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526771361299527,"score_gpt":0.3960216339673548,"score_spread":0.1433444978374021,"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."}}