{"id":"W4212765637","doi":"10.3390/data7020024","title":"British Columbia’s Index of Multiple Deprivation for Community Health Service Areas","year":2022,"lang":"en","type":"article","venue":"Data","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; Provincial Health Services Authority","funders":"","keywords":"Equity (law); Index (typography); Environmental health; Medicine; Health care; Public health; Population; Geography; Gerontology; Socioeconomics; Economic growth; Nursing; Political science; Sociology","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":[0.001343501,0.0008771962,0.0008215812,0.007055586,0.002426164,0.002143526,0.00136944,0.000390404,0.01299701],"category_scores_gemma":[0.004871315,0.0002559845,0.0007974204,0.01080474,0.0004674428,0.0004772034,0.001481518,0.001442395,0.001633922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02239556,"about_ca_system_score_gemma":0.03032756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686339,"about_ca_topic_score_gemma":0.9797491,"domain_scores_codex":[0.998404,0.0002212771,0.000192309,0.0001602569,0.0007904011,0.0002317567],"domain_scores_gemma":[0.9951522,0.0001699767,0.0002356996,0.0001150048,0.004000643,0.0003264989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001357089,0.00009308994,0.1505889,0.001449249,0.0005082257,0.0002824581,0.001058549,0.001491972,0.0003873432,0.009785853,0.706607,0.1276117],"study_design_scores_gemma":[0.00006113214,0.00003834676,0.6349552,0.001112463,0.0001332257,0.0002490057,0.001569379,0.002159655,0.0002215034,0.002371387,0.3570035,0.000125167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08656915,0.01374761,0.01494882,0.008709719,0.001862716,0.003062491,0.670112,0.0008691063,0.2001185],"genre_scores_gemma":[0.4473783,0.01870359,0.04711944,0.002950236,0.0003470723,0.006119655,0.3710804,0.0003998377,0.1059014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03136611,"threshold_uncertainty_score":0.162492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239493135509558,"score_gpt":0.378678742068399,"score_spread":0.2547294285174432,"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."}}