{"id":"W12422342","doi":"10.1017/s1049023x00024043","title":"Disaster and Emergency Management: Canadian Nurses' Perceptions of Preparedness on Hospital Front Lines","year":2008,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Preparedness; Outbreak; Emergency management; Medicine; Medical emergency; Scale (ratio); Feeling; Nursing; Psychology; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002360832,0.0002259806,0.0002147882,0.0005795857,0.005141879,0.002333967,0.001101459,0.0006858296,0.00508929],"category_scores_gemma":[0.01097129,0.0002165364,0.0002749093,0.0008110346,0.002038991,0.0009399448,0.002115092,0.001191078,0.0002432064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02385187,"about_ca_system_score_gemma":0.04127423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.900533,"about_ca_topic_score_gemma":0.9248334,"domain_scores_codex":[0.9972765,0.0005777713,0.0001197542,0.0001331559,0.0009004633,0.0009924864],"domain_scores_gemma":[0.9910551,0.0008456389,0.001568437,0.0001359384,0.002350617,0.004044202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004794438,0.0002699466,0.6897144,0.0006135242,0.00006080418,0.001272598,0.2241416,0.000497092,0.001175546,0.001039363,0.02667442,0.05406125],"study_design_scores_gemma":[0.00003537363,0.0002205826,0.5474561,0.0004488135,0.0000178077,0.0002540286,0.4254305,0.0002272314,0.0001472895,0.0001721252,0.02552034,0.0000697984],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768737,0.0009822109,0.0001551067,0.007676469,0.000159277,0.00007106194,0.0002223376,0.0000120039,0.01384783],"genre_scores_gemma":[0.9972014,0.0006329874,0.0001298935,0.000878635,0.00001404516,0.00001534116,0.00007462911,0.000003628268,0.001049403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09946698,"threshold_uncertainty_score":0.2001055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371412730919458,"score_gpt":0.3390951798453901,"score_spread":0.3153810525361955,"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."}}