{"id":"W3165706620","doi":"10.12927/hcq.2021.26551","title":"COVID-19, Workforce Autonomy and the Health Supply Chain","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Workforce; Coronavirus disease 2019 (COVID-19); Pandemic; Autonomy; Supply chain; Surge Capacity; Business; Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Medicine; Economic growth; Marketing; Political science; Virology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002155273,0.0001952671,0.000236737,0.0008006777,0.001966615,0.003158213,0.0004503928,0.001510117,0.007905396],"category_scores_gemma":[0.01018824,0.0001901403,0.0002553599,0.001407941,0.004517662,0.002549304,0.002312753,0.002016144,0.0002839424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285311,"about_ca_system_score_gemma":0.01849234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2309323,"about_ca_topic_score_gemma":0.1930767,"domain_scores_codex":[0.9986039,0.0003858556,0.00004164316,0.00009204289,0.0002449994,0.0006315867],"domain_scores_gemma":[0.9887356,0.00472509,0.002682104,0.00023885,0.0010918,0.002526565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001673743,0.0001008256,0.08464161,0.000160731,0.00005506712,0.000472067,0.001410289,0.05247746,0.0002451545,0.8253527,0.01479412,0.02012256],"study_design_scores_gemma":[0.0001144178,0.00009060001,0.0546707,0.0004774593,0.00003707545,0.0001258577,0.007041672,0.03886219,0.0003149022,0.8483663,0.0498376,0.00006134053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742601,0.01080993,0.01725413,0.1449092,0.0004012456,0.0001022145,0.001603106,0.00007759944,0.1505825],"genre_scores_gemma":[0.9960701,0.001080147,0.0002460946,0.0005554339,0.00006965171,0.00000841067,0.00006125137,0.000003115116,0.001905821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2309323,"threshold_uncertainty_score":0.4591762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057703611939105,"score_gpt":0.3111365533164558,"score_spread":0.2534329413773508,"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."}}