{"id":"W2307760230","doi":"10.1093/pubmed/fdv180","title":"Healthcare costs in chronically ill community-living older adults are dependent on mental disorders","year":2015,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Mental health; Health care; Gerontology; Medicine; Epidemiology; Public health; Psychiatry; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007161815,0.0002541239,0.000256729,0.0008980545,0.0002554883,0.0006051955,0.0002881176,0.0003404646,0.001152142],"category_scores_gemma":[0.003739829,0.000164271,0.0006712494,0.001109122,0.0001739538,0.0004615384,0.0007932989,0.0004295277,0.0001009176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008116285,"about_ca_system_score_gemma":0.0006825936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442714,"about_ca_topic_score_gemma":0.02539751,"domain_scores_codex":[0.9994763,0.0002448274,0.00006801043,0.00003932862,0.00009945972,0.00007214928],"domain_scores_gemma":[0.9984111,0.0003913177,0.0008973516,0.00003757892,0.0001088927,0.0001536551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005649595,0.00004441274,0.9893078,0.0001143792,0.0002574731,0.0001017869,0.00008020762,0.0009754112,0.00005440276,0.0003214798,0.0009698282,0.007716273],"study_design_scores_gemma":[0.000008619968,0.00006997103,0.9958395,0.0001414319,0.0001174667,0.000279556,0.0002804048,0.001899274,0.0000355735,0.0004765716,0.0008455141,0.000006194506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990778,0.00356813,0.0004326194,0.001450005,0.00002321397,0.00003343934,0.002071096,0.000008356064,0.00163506],"genre_scores_gemma":[0.9967268,0.001776974,0.0003514737,0.000153989,0.00003367439,0.00002003902,0.0008079277,0.000001155735,0.0001279172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442714,"threshold_uncertainty_score":0.02868629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09109391192870775,"score_gpt":0.3800055797041337,"score_spread":0.2889116677754259,"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."}}