{"id":"W3165443003","doi":"10.18295/squmj.5.2021.074","title":"Nursing Students’ Perceived Disaster Preparedness and Response","year":2021,"lang":"en","type":"article","venue":"Sultan Qaboos University medical journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Sultan Qaboos University","keywords":"Medicine; Preparedness; Disaster preparedness; Disaster response; Disaster planning; Nursing; Medical emergency; Emergency management; Human factors and ergonomics; Poison control","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00138631,0.0001388518,0.0002409024,0.0001826876,0.001017188,0.00004613101,0.000362294,0.0001675385,0.00267472],"category_scores_gemma":[0.0009176215,0.0001287779,0.00007040994,0.0002756653,0.000165301,0.0002439964,0.0003915057,0.0008349443,0.00008982125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006420032,"about_ca_system_score_gemma":0.001202073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001210655,"about_ca_topic_score_gemma":0.00005667754,"domain_scores_codex":[0.9958071,0.002259324,0.000292833,0.0002699103,0.0009094038,0.0004614092],"domain_scores_gemma":[0.9980905,0.0005597537,0.0001228316,0.0002159773,0.0002374599,0.0007734844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.02787264,0.002045931,0.02835738,0.000286852,0.0007850922,0.03057528,0.7182212,0.000003929131,0.002511019,0.003497614,0.1115542,0.07428885],"study_design_scores_gemma":[0.007539563,0.0001875593,0.1034661,0.002584983,0.0001929282,0.0003450449,0.5573801,0.00006512455,0.000006882019,0.0003406173,0.3275517,0.0003393095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787878,0.0001128743,0.001370718,0.005281323,0.0006736601,0.0001800115,0.000009476324,0.00004085809,0.01354328],"genre_scores_gemma":[0.9451283,0.0004409514,0.0002092728,0.001673405,0.0002840607,8.251127e-7,0.000006468962,0.00001806829,0.05223865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159975,"threshold_uncertainty_score":0.998237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955512794538037,"score_gpt":0.3900711822521302,"score_spread":0.3605160543067498,"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."}}