{"id":"W3156384351","doi":"10.1371/journal.pone.0249836","title":"Estimating an individual-level deprivation index for HIV/HCV coinfected persons in Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Saskatchewan; McGill University Health Centre; Canadian Institutes of Health Research; McGill University; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Dalhousie University; ViiV Healthcare; Gilead Sciences; McGill University; University of Ottawa; McMaster University; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Demography; Medicine; Population; Logistic regression; Index (typography); Cohort; Multilevel model; Covariate; Gerontology; Cohort study; Environmental health; Statistics; Internal medicine; Mathematics","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":[0.001576467,0.0004664591,0.000522008,0.002418571,0.001231394,0.001099102,0.0008986961,0.0003040899,0.001666897],"category_scores_gemma":[0.005376165,0.0002655266,0.0008702878,0.002951922,0.0003814881,0.0003041855,0.001183028,0.0004823862,0.0001699996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02927643,"about_ca_system_score_gemma":0.02506523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889331,"about_ca_topic_score_gemma":0.9867675,"domain_scores_codex":[0.9992866,0.000120157,0.00004532654,0.0001283349,0.0001846646,0.0002350417],"domain_scores_gemma":[0.9982142,0.0002674648,0.0002330837,0.00009941194,0.0009244248,0.000261248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008274282,0.00002972691,0.9772844,0.00004176117,0.000161201,0.00005081507,0.0002427662,0.01174683,0.0001029601,0.0006157614,0.001409994,0.008230877],"study_design_scores_gemma":[0.00001890622,0.00004024743,0.9245462,0.00006975632,0.00009920946,0.0000495803,0.0009521471,0.07079993,0.0001950306,0.0006107803,0.002585578,0.00003251615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809906,0.000412568,0.005174525,0.0003535356,0.00001170503,0.0001885247,0.01040878,0.0000680398,0.002391672],"genre_scores_gemma":[0.9902695,0.0001598382,0.004274716,0.00003428058,0.000002697719,0.00005133414,0.004527451,0.000008935384,0.000671207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02927643,"threshold_uncertainty_score":0.2124164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144493494281832,"score_gpt":0.3166990356268926,"score_spread":0.2022496861987094,"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."}}