{"id":"W3106939256","doi":"10.12927/hcq.2020.26399","title":"“Flying Blind”: Canada’s Supply Chain Infrastructure and the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Supply chain; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Marketing; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446595,0.0002759256,0.0006859728,0.00003583489,0.0008886392,0.0000473109,0.000221916,0.0001799869,0.00009802547],"category_scores_gemma":[0.005619756,0.0001772463,0.00009387149,0.0002309928,0.000226502,0.00004693348,0.00008749407,0.0005912547,0.000002927937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006392374,"about_ca_system_score_gemma":0.002602541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3676829,"about_ca_topic_score_gemma":0.867438,"domain_scores_codex":[0.9967861,0.001113696,0.000638788,0.0005178981,0.0003622579,0.0005812284],"domain_scores_gemma":[0.9912688,0.007435537,0.0002304583,0.0005037913,0.0001518022,0.0004096612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007148006,0.0000670428,0.3753321,0.003363775,0.0003297997,0.0004968164,0.04532157,0.00001863624,0.00004977702,0.3180994,0.1543162,0.1018901],"study_design_scores_gemma":[0.005916812,0.0003457738,0.07183301,0.0001316773,0.0001054652,0.000536342,0.02260699,0.0005521235,0.000003865814,0.6999334,0.1972919,0.0007426098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4384595,0.007929305,0.004089702,0.5468057,0.0006391798,0.001322135,0.0001835012,0.0003078929,0.0002630557],"genre_scores_gemma":[0.9493288,0.0002818895,0.0009481555,0.04887718,0.00023021,0.00009131349,0.00001546226,0.00002307135,0.0002038683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5108693,"threshold_uncertainty_score":0.7227892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641569843238103,"score_gpt":0.4103719473073906,"score_spread":0.2462149629835803,"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."}}