{"id":"W2123584946","doi":"10.1097/md.0000000000000186","title":"Adaptation and Promotion of Emergency Medical Service Transportation for Climate Change","year":2014,"lang":"en","type":"article","venue":"Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Louisiana-Pacific (Canada)","funders":"National Science Council","keywords":"Typhoon; Medicine; Emergency medical services; Promotion (chess); Service (business); Adaptation (eye); Medical emergency; Natural disaster; Climate change; Operations management; Transport engineering; Business; Marketing; Meteorology; Engineering","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":[0.0004505481,0.0003157146,0.00009942787,0.0006178722,0.0006673774,0.0008931916,0.0004518789,0.0004548155,0.003343983],"category_scores_gemma":[0.001125528,0.00009977568,0.000311241,0.0006741295,0.0003170402,0.0007084622,0.0008484373,0.0003101811,0.0004897406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000157,"about_ca_system_score_gemma":0.001678628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853551,"about_ca_topic_score_gemma":0.004425803,"domain_scores_codex":[0.9995246,0.0001818169,0.00002115028,0.00006639575,0.00008303697,0.0001230032],"domain_scores_gemma":[0.9996136,0.00004431242,0.0001003496,0.00003471566,0.0001471166,0.00005993926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003126367,0.0008915404,0.2389674,0.001549122,0.0001676843,0.00256013,0.005333368,0.05324326,0.03330825,0.03611824,0.02441114,0.6031372],"study_design_scores_gemma":[0.00007299193,0.0009519907,0.5050684,0.0006156472,0.0001819388,0.001321665,0.03321064,0.05985356,0.0130323,0.01527873,0.3702819,0.0001301094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934598,0.003340056,0.0652644,0.007996352,0.0008261075,0.0006751985,0.00060879,0.0006065002,0.1272228],"genre_scores_gemma":[0.9866411,0.001331629,0.007225183,0.0002246144,0.0001080027,0.0001228864,0.0001821872,0.00002202247,0.004142307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003853551,"threshold_uncertainty_score":0.01118672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2052198168772543,"score_gpt":0.4524281794804652,"score_spread":0.2472083626032109,"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."}}