{"id":"W3049586252","doi":"10.2147/rmhp.s265610","title":"&lt;p&gt;Rural Pandemic Preparedness: The Risk, Resilience and Response Required of Primary Healthcare&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Resilience (materials science); Pandemic; Preparedness; Health care; Coronavirus disease 2019 (COVID-19); Primary care; Medicine; Environmental health; Political science; Family medicine; Infectious disease (medical specialty); Internal medicine; Disease; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005614534,0.0004052099,0.0002647871,0.0003987282,0.00723485,0.009341379,0.001120209,0.00487483,0.01528281],"category_scores_gemma":[0.007052069,0.0004138649,0.0004483831,0.0003801948,0.008635695,0.005535002,0.01075891,0.005870401,0.002813968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005429636,"about_ca_system_score_gemma":0.02336802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242402,"about_ca_topic_score_gemma":0.01966442,"domain_scores_codex":[0.9959453,0.002149538,0.00009460349,0.0003116057,0.000511309,0.0009876435],"domain_scores_gemma":[0.9935032,0.001768448,0.0005683756,0.0003640077,0.0008263392,0.00296973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001331008,0.0003841967,0.01758283,0.001661262,0.00006093438,0.004231129,0.1015928,0.001910399,0.006028492,0.1920676,0.388965,0.2853822],"study_design_scores_gemma":[0.00002324292,0.000330047,0.01179667,0.00110249,0.00002163208,0.001472532,0.1108196,0.00154401,0.001178148,0.06581024,0.8058163,0.00008515726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04060954,0.005240741,0.01543885,0.7870947,0.003499199,0.0003011438,0.0001727728,0.0003173568,0.1473258],"genre_scores_gemma":[0.775135,0.01213466,0.01862352,0.1203822,0.002682407,0.0004208399,0.0001847573,0.0003997691,0.0700369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01528281,"threshold_uncertainty_score":0.05112606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551452280361051,"score_gpt":0.3878558992388924,"score_spread":0.3327106712027873,"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."}}