{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026502,0.00005511076,0.000136363,0.00006019394,0.00008230423,2.961347e-7,0.00004146221,0.00005575248,0.0004486775],"category_scores_gemma":[0.000136972,0.00004120982,0.00001117958,0.00009289397,0.0000130745,0.00005805456,0.000007177079,0.00005409005,0.000007733392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006378657,"about_ca_system_score_gemma":0.0000108401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629363,"about_ca_topic_score_gemma":0.0009178617,"domain_scores_codex":[0.99913,0.0001072797,0.0003238809,0.0001059259,0.0001974311,0.0001355455],"domain_scores_gemma":[0.9995371,0.0000856302,0.0001293006,0.00008235545,0.0001003204,0.0000652691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001326577,0.0003465749,0.02607633,0.02152093,0.00007973646,0.000002657686,0.2464489,0.000004095812,0.001502785,0.1139019,0.01521178,0.5735777],"study_design_scores_gemma":[0.01250304,0.003132531,0.5083039,0.004719362,0.000474723,7.162e-7,0.0335468,0.03985185,0.00005086145,0.01037826,0.3866661,0.000371882],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8445546,0.0002552934,0.08107451,0.06402341,0.001650049,0.002919005,0.00002648044,0.00008039294,0.005416265],"genre_scores_gemma":[0.9965621,0.0004189238,0.0002195598,0.001523081,0.0004424587,0.0003986122,0.0001444191,0.00001123578,0.0002795895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5732058,"threshold_uncertainty_score":0.4912703,"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."}}