{"id":"W2143263600","doi":"10.24095/hpcdp.28.3.02","title":"A new population-based measure of the economic burden of mental illness in Canada","year":2008,"lang":"en","type":"article","venue":"Chronic diseases in Canada","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute of Health Economics; Alberta Health; University of Alberta","funders":"","keywords":"Medicine; Mental health; Quality of life (healthcare); Population; Mental illness; Liberian dollar; Economic cost; Productivity; Environmental health; Gerontology; Quality-adjusted life year; Psychiatry; Cost effectiveness; Economic growth; Nursing; Finance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008398948,0.0004761447,0.0005401557,0.007313516,0.001521184,0.002133917,0.00107595,0.0002981937,0.003440461],"category_scores_gemma":[0.005299491,0.0001846201,0.0008063599,0.01197737,0.0004547982,0.000771423,0.00104477,0.0009619459,0.000270709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03253127,"about_ca_system_score_gemma":0.03253427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843482,"about_ca_topic_score_gemma":0.9864074,"domain_scores_codex":[0.9984815,0.0001220782,0.0001203473,0.0001023616,0.0009818427,0.0001919611],"domain_scores_gemma":[0.9972996,0.0001774064,0.0003484401,0.00006493835,0.001763265,0.000346341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001838322,0.0001916724,0.8859782,0.0002301502,0.0008005667,0.0002434761,0.0005871167,0.007316027,0.0002702961,0.006777189,0.0334801,0.06394131],"study_design_scores_gemma":[0.00002371101,0.00002844752,0.980742,0.00006124064,0.00008497308,0.0001279847,0.0003343672,0.003870991,0.00007867948,0.0007040721,0.0138998,0.00004368307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6459084,0.005655746,0.0108349,0.00311,0.0003164742,0.001632983,0.2439562,0.000433163,0.08815224],"genre_scores_gemma":[0.9274537,0.002410198,0.008800689,0.0003073272,0.00006563322,0.0006391107,0.0525777,0.00003779069,0.00770779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03253127,"threshold_uncertainty_score":0.236032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09022366764474074,"score_gpt":0.3158807624704531,"score_spread":0.2256570948257124,"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."}}