{"id":"W6961062506","doi":"10.14288/1.0447202","title":"Understanding the Associations among Social Vulnerabilities, Indigenous Peoples, and COVID-19 Cases within Canadian Health Regions","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Social determinants of health; Public health; Racism; Health equity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002194863,0.000122176,0.0001807175,0.0002061383,0.1711359,0.003098498,0.0002911866,0.0001421303,0.0003068658],"category_scores_gemma":[0.0001333581,0.0001009166,0.0000528313,0.00188307,0.0005168453,0.0003681118,0.000005616753,0.0003315909,0.000005419973],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008714203,"about_ca_system_score_gemma":0.1912146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982854,"about_ca_topic_score_gemma":0.9999854,"domain_scores_codex":[0.9976882,0.000844613,0.0002938974,0.0003064052,0.0002515433,0.0006153316],"domain_scores_gemma":[0.9978287,0.001212559,0.000110124,0.0001453859,0.00008677238,0.0006164353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001287386,0.00002179742,0.0001790298,0.00001652178,0.00003510457,0.000003697615,0.6013004,0.0000164763,5.944971e-9,0.2602801,0.1381401,0.000005465125],"study_design_scores_gemma":[0.0001003264,0.00004892301,0.0004317683,0.00002495786,0.00003727586,0.00002153073,0.3089307,0.00002400114,1.187568e-7,0.02857039,0.6616395,0.0001704998],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01223995,0.001253295,0.001684028,0.06303588,0.003596296,0.006534758,0.001424503,0.0003673248,0.9098639],"genre_scores_gemma":[0.5609092,0.002961601,0.00008669291,0.001078979,0.0008966009,0.0001083687,0.0001199054,0.0000336937,0.433805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5486692,"threshold_uncertainty_score":0.9979364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101131638936773,"score_gpt":0.3619664665247805,"score_spread":0.2518533026311033,"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."}}