{"id":"W2064175422","doi":"10.1016/j.mppsy.2009.04.019","title":"Psychosocial resilience and its influence on managing mass emergencies and disasters","year":2009,"lang":"en","type":"article","venue":"Psychiatry","topic":"Disaster Response and Management","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychosocial; Resilience (materials science); Crowds; Vulnerability (computing); Psychology; Psychological resilience; Social psychology; Psychiatry; Computer security; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292092,0.0002030288,0.0001749381,0.0008711764,0.002730396,0.002323071,0.0004668941,0.0007180938,0.00622836],"category_scores_gemma":[0.00886126,0.0001941239,0.0003326033,0.0005518055,0.002676587,0.0006709558,0.002198679,0.001415788,0.0002706244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621901,"about_ca_system_score_gemma":0.003315475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008084667,"about_ca_topic_score_gemma":0.01489186,"domain_scores_codex":[0.9989581,0.0004860175,0.00002750453,0.00005812883,0.0001133264,0.0003568396],"domain_scores_gemma":[0.9949431,0.0019282,0.0009313563,0.0001401304,0.0002951483,0.001762156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001377708,0.002173938,0.7087095,0.0003984554,0.000638938,0.005110495,0.09496681,0.001499375,0.004333841,0.03421405,0.006667913,0.139909],"study_design_scores_gemma":[0.00005326409,0.0003541049,0.901122,0.0001757506,0.0001261416,0.0009871159,0.07782795,0.0004501662,0.0002929558,0.007699391,0.01086369,0.00004749267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588343,0.001419338,0.0002950925,0.009371477,0.0001605282,0.00003026284,0.00008170817,0.000009463055,0.02979786],"genre_scores_gemma":[0.9989247,0.0003588197,0.00008742455,0.0001568971,0.00002518494,0.000005439484,0.00001059884,0.000002678729,0.0004283799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008084667,"threshold_uncertainty_score":0.02083594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137576407367631,"score_gpt":0.3755530562995282,"score_spread":0.3541772922258519,"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."}}