{"id":"W3139921684","doi":"10.55016/ojs/sppp.v14i1.71625","title":"Evidence-Based and Community Engaged Pandemic Responses for Calgary","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Medicine; Virology; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03052965,0.0006021004,0.000395826,0.002226849,0.005206939,0.005256343,0.003825964,0.003676039,0.008744388],"category_scores_gemma":[0.05592084,0.0005105601,0.0006187423,0.001900633,0.002256986,0.002323344,0.0105157,0.004615026,0.0006806828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02215702,"about_ca_system_score_gemma":0.1334406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07411609,"about_ca_topic_score_gemma":0.2626535,"domain_scores_codex":[0.9855986,0.009721763,0.001061342,0.0003511964,0.001781224,0.001486007],"domain_scores_gemma":[0.9619748,0.0180009,0.003165354,0.001926939,0.005978162,0.008953785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003650752,0.002495494,0.0134493,0.01712724,0.0002219756,0.001217588,0.02454131,0.001814071,0.001052301,0.01233925,0.07367774,0.8516986],"study_design_scores_gemma":[0.001615342,0.003210654,0.1068767,0.1501833,0.0006201699,0.0006503644,0.1607729,0.002092598,0.001956723,0.02298549,0.5487804,0.0002552755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.196244,0.08889072,0.0130544,0.5729753,0.005085777,0.01092101,0.001217574,0.0004183074,0.1111929],"genre_scores_gemma":[0.762268,0.0899267,0.08565055,0.03783519,0.000895637,0.009126237,0.001064732,0.00007951376,0.01315342],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9258839,"threshold_uncertainty_score":0.1614581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4213178673121206,"score_gpt":0.4864277543732975,"score_spread":0.06510988706117699,"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."}}