{"id":"W2571207297","doi":"10.1177/0840470416679338","title":"Natural disasters and healthcare","year":2016,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Disaster Response and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Harm; Natural disaster; Health care; Natural (archaeology); Healthcare system; Medical emergency; Business; Public relations; Internet privacy; Medicine; Psychology; Political science; Computer science; History; Geography; Social psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0006242339,0.0003054982,0.0003420943,0.0002849264,0.0008413882,0.00002268513,0.0002837477,0.000119973,0.0002011614],"category_scores_gemma":[0.00003092301,0.0002059803,0.00007822317,0.0002376273,0.00009708865,0.000266773,0.000812285,0.0002888582,0.0006953851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879983,"about_ca_system_score_gemma":0.00005488021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004216439,"about_ca_topic_score_gemma":0.001557502,"domain_scores_codex":[0.9963971,0.0005412938,0.0006399289,0.0006557948,0.0004165649,0.001349328],"domain_scores_gemma":[0.9984565,0.0001939359,0.0002067873,0.000684744,0.00008284119,0.0003751802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005036793,0.0000608385,0.03329341,0.002805908,0.0001390233,0.00008362014,0.003017974,1.215687e-7,0.00002708331,0.4558351,0.1075038,0.3967295],"study_design_scores_gemma":[0.002257199,0.0002102128,0.02494789,0.001198512,0.00003502212,0.000003242042,0.02809092,0.00001065998,0.000004510166,0.007094924,0.9357559,0.0003909782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.171297,0.003354838,0.003724934,0.7361068,0.005573207,0.007250135,0.0001475212,0.0009371266,0.07160853],"genre_scores_gemma":[0.914174,0.001115711,0.0003920958,0.02555714,0.0001499891,0.0004980323,0.00002342207,0.00005688348,0.05803277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8282521,"threshold_uncertainty_score":0.8938001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237328429391877,"score_gpt":0.3806960242870226,"score_spread":0.3483227399931039,"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."}}