{"id":"W293079230","doi":"10.1177/070674371005501204","title":"The Relation between Disease Severity and Cost of Caring for Patients with Alzheimer Disease in Canada","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Lundbeck Canada; Abbott Laboratories","keywords":"Medicine; Indirect costs; Disease; Dementia; Observational study; Severity of illness; Outpatient clinic; Disease burden; Alzheimer's disease; Caregiver burden; Gerontology; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004281327,0.0002458967,0.0002974881,0.0009531343,0.001359639,0.001014143,0.0007098842,0.0004227397,0.001782725],"category_scores_gemma":[0.005053452,0.0001783476,0.0006080869,0.002404928,0.0004793822,0.0003770192,0.0006496487,0.0007677294,0.00008413592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0254626,"about_ca_system_score_gemma":0.02042582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752054,"about_ca_topic_score_gemma":0.981971,"domain_scores_codex":[0.9991193,0.0001130185,0.00009252043,0.00007012533,0.0003517899,0.0002531628],"domain_scores_gemma":[0.9958805,0.0003043661,0.001212505,0.00005704131,0.001490747,0.001054948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085197,0.00003915497,0.9934615,0.00003430192,0.00007517356,0.00006651603,0.0001161537,0.0003438771,0.00004842741,0.0001053664,0.001048383,0.004552683],"study_design_scores_gemma":[0.00001120588,0.00001507061,0.9987066,0.00002262778,0.00002575904,0.00007011642,0.0002416366,0.0005383734,0.00001417378,0.00005094427,0.0002957814,0.000007700462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924899,0.001036361,0.00006132275,0.001256846,0.00001507215,0.00003419804,0.002831879,0.000004746464,0.002269606],"genre_scores_gemma":[0.9983144,0.0003603013,0.00007925624,0.00008199849,0.000008103749,0.000006177596,0.0009417905,0.000001367523,0.0002066061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254626,"threshold_uncertainty_score":0.184745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086336230500518,"score_gpt":0.257424699375482,"score_spread":0.2465613370704768,"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."}}