{"id":"W3092218625","doi":"10.1093/eurpub/ckaa165.822","title":"Trends of polypharmacy among older adults with schizophrenia in Quebec, Canada between 2000 and 2017","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Network for Research on Aging; Université Laval; Institut National de Santé Publique du Québec; The Quebec Population Health Research Network; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université du Québec à Rimouski","funders":"","keywords":"Polypharmacy; Medicine; Schizophrenia (object-oriented programming); Poisson regression; Population; Dyslipidemia; Demography; Gerontology; Cohort; Psychiatry; Obesity; Environmental health; Internal medicine","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":[0.0005851399,0.000340163,0.0003137385,0.001996348,0.00138184,0.001090358,0.000980034,0.0004260588,0.002595787],"category_scores_gemma":[0.002079,0.0002169239,0.0007816353,0.003585384,0.0003690302,0.0005317861,0.0006386348,0.0006668282,0.0002526625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03188197,"about_ca_system_score_gemma":0.02455157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957193,"about_ca_topic_score_gemma":0.9970576,"domain_scores_codex":[0.9993954,0.00004568884,0.00005631175,0.000114566,0.0002212207,0.0001667904],"domain_scores_gemma":[0.9963202,0.0001217069,0.0008137798,0.00006089,0.002113182,0.0005702083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007892439,0.00002944058,0.9829526,0.0001154564,0.000114397,0.00006887487,0.0002946191,0.0003026569,0.0002139503,0.0001630774,0.006906298,0.008759731],"study_design_scores_gemma":[0.000007801537,0.00001566743,0.9958182,0.00008243513,0.00003476955,0.00005310999,0.0004292035,0.0006500398,0.00006237354,0.00001986169,0.002815465,0.00001100948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848765,0.005645561,0.0007699407,0.002817019,0.00008927372,0.0001634288,0.09844082,0.0001241068,0.007073285],"genre_scores_gemma":[0.9803664,0.001741732,0.0006386786,0.0006422529,0.00003537679,0.00007890486,0.01374059,0.00001449481,0.002741493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188197,"threshold_uncertainty_score":0.231321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066013589476949,"score_gpt":0.3520864890227874,"score_spread":0.2454851300750925,"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."}}