{"id":"W4200137791","doi":"10.34172/ijhpm.2021.170","title":"Government Actions and Their Relation to Resilience in Healthcare; What We See Is Not Always What We Get Comment on \"Government Actions and Their Relation to Resilience in Healthcare During the COVID-19 Pandemic in New South Wales, Australia and Ontario, Canada\"","year":2021,"lang":"en","type":"letter","venue":"International Journal of Health Policy and Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Government (linguistics); Resilience (materials science); Relation (database); Health care; Psychological resilience; Coronavirus disease 2019 (COVID-19); Public relations; Pandemic; Political science; Psychology; Knowledge management; Computer science; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002025854,0.0004325689,0.0006086671,0.0006590502,0.0005624094,0.0002248566,0.0003650497,0.0002364333,0.00002966221],"category_scores_gemma":[0.0001453961,0.0003476524,0.00005585964,0.0003347775,0.00005521785,0.0006055033,0.0005957497,0.001917135,0.000002148726],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.013631,"about_ca_system_score_gemma":0.001856466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5617144,"about_ca_topic_score_gemma":0.8441399,"domain_scores_codex":[0.9945413,0.001197963,0.001595875,0.0006875901,0.001234722,0.0007425718],"domain_scores_gemma":[0.9973423,0.0007268152,0.0009509265,0.0003760872,0.00007735186,0.0005265049],"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":[0.003865112,0.0003575774,0.07856211,0.005309104,0.0005895077,0.0006964922,0.2683414,0.003384023,0.00002589935,0.01063335,0.5511169,0.07711849],"study_design_scores_gemma":[0.001646214,0.0002514606,0.1647406,0.005500593,0.00001566421,0.00004962851,0.04897503,0.00003756776,0.000002238837,0.0007484581,0.7777587,0.0002738624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1512792,0.001180452,0.0002325743,0.8443781,0.0007976537,0.001948721,0.0001277202,0.000007878416,0.00004766446],"genre_scores_gemma":[0.3649594,0.02879407,0.00007899594,0.6021547,0.0003385558,0.0001571124,0.00002043261,0.00002712677,0.003469561],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2824255,"threshold_uncertainty_score":0.9998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327501762005232,"score_gpt":0.416044269008738,"score_spread":0.2832940928082148,"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."}}