{"id":"W2779578298","doi":"10.1136/bmjopen-2017-018488","title":"Senior high-cost healthcare users’ resource utilization and outcomes: a protocol of a retrospective matched cohort study in Canada","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université Laval; Hamilton Health Sciences; McMaster University; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; Institute for Clinical Evaluative Sciences; Impact","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Retrospective cohort study; Health care; Protocol (science); Cohort; Cohort study; Epidemiology; Health services research; Family medicine; Resource (disambiguation); Health economics; Public health; Gerontology; Alternative medicine; Nursing; Surgery; Internal medicine; Pathology","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":[0.01652045,0.001961858,0.002292888,0.003658671,0.007888334,0.002995066,0.004234059,0.001903363,0.01172713],"category_scores_gemma":[0.01017094,0.002230134,0.002350378,0.007165716,0.001905017,0.00127712,0.0019545,0.001839856,0.002437741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03693767,"about_ca_system_score_gemma":0.1037343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8115072,"about_ca_topic_score_gemma":0.8638383,"domain_scores_codex":[0.9897357,0.003293854,0.00159752,0.00137252,0.002016339,0.001983983],"domain_scores_gemma":[0.9914703,0.0005084517,0.0008660371,0.0009857421,0.004766419,0.001403004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0480734,0.02160228,0.6837996,0.009707745,0.001847458,0.004503238,0.01924003,0.00601405,0.004466659,0.0112228,0.1067885,0.08273416],"study_design_scores_gemma":[0.01397686,0.006195026,0.8784846,0.002916932,0.0005767979,0.0004642288,0.008676467,0.003379729,0.001180369,0.001378356,0.08243943,0.0003312515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06454735,0.000503423,0.0035765,0.0003019382,0.0001146496,0.9035965,0.02320904,0.00007144382,0.004079096],"genre_scores_gemma":[0.09197599,0.0007745308,0.01117855,0.0009456404,0.00008346827,0.8789061,0.01265479,0.00002498597,0.003455929],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1884928,"threshold_uncertainty_score":0.3792056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942307981943442,"score_gpt":0.5571975162468303,"score_spread":0.3629667180524861,"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."}}