{"id":"W4410706074","doi":"10.12927/hcq.2025.27592","title":"From the Editors","year":2025,"lang":"en","type":"editorial","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; CARE Canada","funders":"","keywords":"Interdependence; Conversation; Threatened species; Politics; Face (sociological concept); Public relations; Health care; Political economy; Political science; Pandemic; Healthcare system; Power (physics); Best practice; Coronavirus disease 2019 (COVID-19); Development economics; Sociology; Medicine; Economics; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004160527,0.003272254,0.002425227,0.003367913,0.003713836,0.009874213,0.003526294,0.009733866,0.0836046],"category_scores_gemma":[0.03077791,0.0009393624,0.001703138,0.001482,0.001494297,0.006216786,0.002214659,0.01257461,0.08466474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257071,"about_ca_system_score_gemma":0.003702745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211302,"about_ca_topic_score_gemma":0.003061101,"domain_scores_codex":[0.9953465,0.0006196963,0.0005685964,0.000554324,0.002583829,0.0003270732],"domain_scores_gemma":[0.9774742,0.0042802,0.001062804,0.0006745979,0.01247519,0.004033035],"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":[0.0000137901,0.000007666517,0.00001754278,0.0001345414,0.00000360221,0.00005345213,0.00001000319,0.00001361074,0.00003595959,0.0001648228,0.9928535,0.006691484],"study_design_scores_gemma":[0.00001700887,0.0000125186,0.00009048317,0.0003174461,0.000008577674,0.0001868828,0.00003187597,0.00003868561,0.00004844707,0.000455782,0.9987809,0.00001128917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002559403,0.002291008,0.00008269019,0.02145924,0.9712366,0.00002378012,0.0000431345,0.00006760829,0.004770294],"genre_scores_gemma":[0.0004103686,0.003839553,0.0001271017,0.03449178,0.9248978,0.00004882665,0.00007680259,0.00007025475,0.03603756],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0836046,"threshold_uncertainty_score":0.2796853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792153717588156,"score_gpt":0.4126777416345698,"score_spread":0.3847562044586882,"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."}}