{"id":"W2094778935","doi":"10.1007/s11524-014-9889-0","title":"Challenges of Nurses’ Deployment to Other New York City Hospitals in the Aftermath of Hurricane Sandy","year":2014,"lang":"en","type":"article","venue":"Journal of Urban Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; NYU Langone Medical Center","keywords":"Software deployment; Hurricane katrina; Medical emergency; History; Engineering; Geography; Medicine; Meteorology; Natural disaster","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003154983,0.0001132677,0.0005111376,0.0002215202,0.00006172191,0.000003905791,0.0003539038,0.00004868835,0.00006705217],"category_scores_gemma":[0.0001282011,0.00007150958,0.00009157047,0.0001751758,0.00002266231,0.00005884192,0.00005287151,0.0002904641,0.00001191635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114181,"about_ca_system_score_gemma":0.0003497715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490808,"about_ca_topic_score_gemma":0.0005091028,"domain_scores_codex":[0.9970102,0.001009233,0.001097857,0.0001119657,0.0004400131,0.0003307804],"domain_scores_gemma":[0.9979966,0.000324842,0.001049508,0.0003391412,0.0000761889,0.0002137323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001489409,0.001248318,0.1159234,0.00161924,0.0001449624,0.00001199395,0.2707427,0.00003761076,0.00008938972,0.01955443,0.5003226,0.08881606],"study_design_scores_gemma":[0.002883051,0.003893496,0.5415064,0.002869402,0.00004560476,0.000006515603,0.03491297,0.000008744,0.00003152932,0.001518536,0.4121532,0.0001706058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556583,0.00354513,0.0005836014,0.02965332,0.0006207104,0.0009659122,0.000006587966,0.000007391463,0.008959045],"genre_scores_gemma":[0.9921379,0.0003232164,0.0004012742,0.006175386,0.0002785004,0.00001254848,2.280868e-7,0.00001579504,0.0006551353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425583,"threshold_uncertainty_score":0.2916076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09637830981288417,"score_gpt":0.4140487578195989,"score_spread":0.3176704480067147,"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."}}