{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002148706,0.00002577422,0.0001206359,0.00001117749,0.001509481,0.0000668289,0.0007806814,0.00002233093,0.0003690888],"category_scores_gemma":[0.0006631861,0.00004639798,0.00001358238,0.0001876376,0.00003646095,0.0001655872,0.0004957136,0.0001453835,6.64729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086309,"about_ca_system_score_gemma":0.0005107591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648728,"about_ca_topic_score_gemma":0.9862705,"domain_scores_codex":[0.9988399,0.0004188783,0.0001946434,0.0001058998,0.0002221315,0.0002185445],"domain_scores_gemma":[0.9988528,0.0004174027,0.0001171997,0.0004717101,0.00006179927,0.00007911341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008972259,0.0001283614,0.7210005,0.0002549763,0.000006981832,2.306283e-7,0.003554754,0.000009051076,3.308367e-7,0.0004920406,0.2608654,0.01367836],"study_design_scores_gemma":[0.0003059348,0.00002011598,0.4918087,0.00001666166,0.00000217967,4.269989e-7,0.01534907,0.0003969361,1.370247e-7,0.0005770795,0.4914744,0.00004838175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668456,0.0002324933,0.0006076008,0.01612053,0.0004931099,0.001139476,0.01357374,0.00006972031,0.000917725],"genre_scores_gemma":[0.9865654,0.00005720423,0.0003607824,0.008979705,0.00005404485,0.00004413351,0.003671439,0.000006406266,0.0002609132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230609,"threshold_uncertainty_score":0.9997904,"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."}}