{"id":"W4297982439","doi":"10.3390/ijerph191912409","title":"Understanding the Associations among Social Vulnerabilities, Indigenous Peoples, and COVID-19 Cases within Canadian Health Regions","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Victoria; Simon Fraser University; University of Saskatchewan; Public Health Ontario; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Government (linguistics); Social determinants of health; Public health; Health equity; Political science; Economic growth; Geography; Socioeconomics; Environmental health; Sociology; Medicine; Biology","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":[0.002182938,0.0004387985,0.0005111626,0.003480377,0.006698591,0.002851054,0.001644305,0.0004783647,0.002268948],"category_scores_gemma":[0.008039277,0.000325849,0.0005789409,0.005996307,0.002510998,0.00105334,0.004226371,0.001052519,0.0001128522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03666222,"about_ca_system_score_gemma":0.05134336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944352,"about_ca_topic_score_gemma":0.9970347,"domain_scores_codex":[0.9971992,0.0003672843,0.000130771,0.0003801663,0.0006325584,0.001290102],"domain_scores_gemma":[0.9973044,0.0004888577,0.0005607023,0.0001904381,0.00088,0.0005756054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005146096,0.00004271185,0.9367579,0.0002449576,0.0001381534,0.0003019756,0.03876922,0.0003309876,0.000288755,0.003912958,0.002926708,0.01623426],"study_design_scores_gemma":[0.00000464705,0.00001416384,0.9272348,0.0003328464,0.00008024164,0.0000981424,0.06580113,0.0003849462,0.0001223489,0.0007955288,0.005093521,0.00003756197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810988,0.002101884,0.0004142501,0.003181002,0.00003507311,0.0001060796,0.003646463,0.00001169999,0.009404729],"genre_scores_gemma":[0.9966948,0.001205015,0.0004110799,0.0002496647,0.00001071481,0.00005047304,0.0008783243,0.000004474076,0.0004955119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03666222,"threshold_uncertainty_score":0.2660043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779831962476537,"score_gpt":0.4411020500572027,"score_spread":0.1631188538095489,"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."}}