{"id":"W4416324238","doi":"10.1371/journal.pone.0330394","title":"Communication access, public health information sources, and language preference during the COVID-19 pandemic in Indigenous communities in Northwest Territories, Canada","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Aurora College; University of Alberta; Alberta Health","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"The Internet; Newspaper; Public health; Health information; Pandemic; Indigenous; Preference; Social media; Health communication","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":[0.001331524,0.0003265572,0.0005307113,0.001158748,0.008388228,0.002794802,0.001053612,0.0003961735,0.002568282],"category_scores_gemma":[0.003311463,0.0003163579,0.0003540716,0.002176438,0.00176495,0.0007329684,0.001972786,0.0009140095,0.0002191546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02197337,"about_ca_system_score_gemma":0.03585098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897014,"about_ca_topic_score_gemma":0.9959564,"domain_scores_codex":[0.9984789,0.0002389176,0.00009091373,0.0001647762,0.0003381284,0.0006882313],"domain_scores_gemma":[0.9970961,0.0004561837,0.0004638915,0.00006908803,0.0009310993,0.0009836666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002892062,0.0002292667,0.7004241,0.0002958455,0.00005216583,0.001510693,0.2738552,0.0001233698,0.001168944,0.0003367795,0.001577537,0.02013692],"study_design_scores_gemma":[0.00001145873,0.00009158715,0.5361566,0.0003047814,0.00002831507,0.0002576785,0.4597145,0.0002246793,0.0001703005,0.00006881773,0.002910792,0.00006040772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979694,0.000194767,0.00003102357,0.0002000278,0.000005350848,0.00003534403,0.0001926562,0.000001858246,0.001369502],"genre_scores_gemma":[0.9976477,0.0005118651,0.0001542716,0.0001436818,0.000004511653,0.00003516952,0.0001684636,0.00000398158,0.001330369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02197337,"threshold_uncertainty_score":0.1594287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147585042740391,"score_gpt":0.3467270722343462,"score_spread":0.2319685679603072,"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."}}