{"id":"W2325722823","doi":"10.5055/jem.2011.0078","title":"From planning to action: Reflections on managing pH1N1 at a Canadian pediatric hospital","year":2011,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Debriefing; Pandemic; Action (physics); Luck; Emergency management; Medical emergency; Contingency plan; Public relations; Psychology; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Medical education; Political science; Computer security; Computer science; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014906,0.001284651,0.0006522469,0.0009034631,0.04447681,0.006652885,0.00622479,0.005567939,0.002908903],"category_scores_gemma":[0.02693849,0.000971403,0.0009150896,0.001389367,0.0156984,0.003673901,0.008234747,0.01967639,0.0004333441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07605273,"about_ca_system_score_gemma":0.1559813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8078752,"about_ca_topic_score_gemma":0.935886,"domain_scores_codex":[0.9801389,0.008871214,0.0003604876,0.0006961219,0.003064704,0.006868525],"domain_scores_gemma":[0.9780152,0.00538906,0.001418598,0.0002842493,0.004007079,0.01088574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007461963,0.0002082601,0.006468161,0.000483799,0.00003609966,0.008115507,0.8742426,0.000894748,0.001312869,0.00474011,0.06914648,0.0342767],"study_design_scores_gemma":[0.00001165608,0.0001199283,0.003682289,0.0003609528,0.00001760349,0.0008415534,0.9050712,0.0001651488,0.0003582291,0.0006025271,0.08869772,0.00007117397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881813,0.008299508,0.005492309,0.4035968,0.004694663,0.001204278,0.0002437986,0.0002565247,0.08803076],"genre_scores_gemma":[0.9094909,0.01061669,0.009518011,0.04787568,0.0006903996,0.0003581886,0.0001025393,0.0001564827,0.02119108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921248,"threshold_uncertainty_score":0.5518037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2475600374075852,"score_gpt":0.4690480900847477,"score_spread":0.2214880526771625,"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."}}