{"id":"W2029735103","doi":"10.1007/s00068-010-0026-9","title":"Taiwan’s medical response to the 921 ‘Chi-Chi’ earthquake","year":2010,"lang":"en","type":"article","venue":"European Journal of Trauma and Emergency Surgery","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lehigh Hanson (Canada)","funders":"","keywords":"Government (linguistics); Disaster response; Emergency management; Medicine; Emergency response; Relevance (law); Medical emergency; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01509517,0.0001720277,0.0003128854,0.0002639451,0.000524132,0.0000179917,0.0003939753,0.00005085539,0.004478993],"category_scores_gemma":[0.001949512,0.0001069303,0.0002121956,0.0002256841,0.00005768491,0.0001265725,0.0001805323,0.001041564,0.0006512935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009793427,"about_ca_system_score_gemma":0.0001814231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009628762,"about_ca_topic_score_gemma":0.0001166744,"domain_scores_codex":[0.9940839,0.003514084,0.00117505,0.000182221,0.0005940145,0.0004507258],"domain_scores_gemma":[0.9980736,0.0005012112,0.0003508041,0.000360297,0.0001431887,0.0005709236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003466455,0.000179709,0.01810243,0.00007725255,0.0001551205,0.001133892,0.01570207,0.000003830684,0.0006874723,0.0004911347,0.7574486,0.202552],"study_design_scores_gemma":[0.0002634836,0.0001010689,0.2926537,0.0001143236,0.00002413232,0.00004792338,0.00194693,0.000004208335,0.000005561121,0.00002877077,0.7047057,0.0001041744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556899,0.0002427983,0.0003604906,0.02176569,0.006396427,0.000177493,0.00000545545,0.0000212535,0.01534046],"genre_scores_gemma":[0.9884753,0.0002629846,0.0001203306,0.002225493,0.001327883,0.000004703326,0.000001196022,0.00003930258,0.007542766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2745513,"threshold_uncertainty_score":0.9964311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094731923534355,"score_gpt":0.3544876458837191,"score_spread":0.3035403266483755,"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."}}