{"id":"W4403784103","doi":"10.1108/jhom-02-2023-0036","title":"Effective decision-making in public health organizations: reference to the COVID-19 pandemic","year":2024,"lang":"en","type":"review","venue":"Journal of Health Organization and Management","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Nursing; Outbreak; Infectious disease (medical specialty)","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":[0.09216926,0.0008650422,0.001401547,0.006705524,0.007688768,0.01780162,0.003921994,0.007067057,0.002487257],"category_scores_gemma":[0.1895514,0.0007849491,0.001527148,0.008046417,0.01743566,0.0153862,0.009032849,0.008059273,0.000353674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01950103,"about_ca_system_score_gemma":0.04624973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006973124,"about_ca_topic_score_gemma":0.01025574,"domain_scores_codex":[0.8368168,0.1407578,0.006000306,0.002576231,0.0111915,0.002657365],"domain_scores_gemma":[0.6627612,0.2938606,0.01590095,0.004261882,0.0199519,0.003263438],"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":[0.0001274283,0.0002090979,0.004705859,0.0366865,0.0003149778,0.002692503,0.2774144,0.002508088,0.0005171545,0.238312,0.03078147,0.4057304],"study_design_scores_gemma":[0.00007125998,0.0002822958,0.00528046,0.1321864,0.0003840884,0.001222799,0.3813938,0.001490492,0.00133688,0.1896092,0.2865533,0.000188962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07664311,0.4331111,0.03753611,0.3506071,0.006723628,0.001738721,0.0001931446,0.0001448638,0.09330231],"genre_scores_gemma":[0.6910123,0.2335256,0.04037286,0.02881075,0.001601714,0.001702835,0.0001437753,0.00007828349,0.002751883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09216926,"threshold_uncertainty_score":0.4874434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.19935108731977,"score_gpt":0.5539162603306771,"score_spread":0.3545651730109071,"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."}}