{"id":"W6981713064","doi":"","title":"Evaluating post-earthquake functionality and surge capacity of hospital emergency departments using discrete event simulation","year":2021,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fault tree analysis; Surge; Discrete event simulation; Bottleneck; Hospital system; Surge Capacity; Event (particle physics); Emergency medical services","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009047057,0.0005500076,0.0004355531,0.0007350883,0.0002749628,0.000812772,0.0007552573,0.00071644,0.00102534],"category_scores_gemma":[0.002692583,0.0002971001,0.0005181215,0.000535387,0.0003682619,0.0004491964,0.0005380125,0.00054556,0.00007489934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211391,"about_ca_system_score_gemma":0.001113709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357987,"about_ca_topic_score_gemma":0.01679863,"domain_scores_codex":[0.9997011,0.0001138469,0.00002225588,0.0000403073,0.00005552411,0.00006687122],"domain_scores_gemma":[0.9978531,0.001534131,0.0002180309,0.00008919014,0.0001700266,0.0001355113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007138331,0.00007483848,0.007059691,0.00001691657,0.00002206633,0.00004175164,0.00002502404,0.9906285,0.0004192333,0.0003462049,0.0000435115,0.001250797],"study_design_scores_gemma":[0.000009015349,0.00005062941,0.00131924,0.000002062622,0.000005804571,0.000003916259,0.00003951915,0.9981564,0.0002743086,0.0000942561,0.00004112646,0.000003701296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877956,0.00002950828,0.01007279,0.00006299868,0.000009178732,0.00006040587,0.0002914819,0.00006779733,0.00161027],"genre_scores_gemma":[0.996487,0.00002603754,0.003062044,0.000005980803,0.000002109271,0.00003929965,0.0001472497,0.000003563234,0.0002267908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357987,"threshold_uncertainty_score":0.06676888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07747463019665123,"score_gpt":0.3301737227517678,"score_spread":0.2526990925551166,"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."}}