{"id":"W3147880012","doi":"10.1017/s1049023x00060696","title":"Multi-Disciplinary Special Teams Provide Emergency Medical Services Systems with the Capability to Handle Disaster Situations in a Reliable, Safe, and Economical Manner","year":2007,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Associated Medical Services; Sunnybrook Hospital","funders":"","keywords":"Medical emergency; Emergency medical services; Computer science; Risk analysis (engineering); Medicine","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":[0.001651738,0.0002709358,0.0004142052,0.0001335647,0.0003722649,0.00002020592,0.0002317659,0.0001304649,0.0004914327],"category_scores_gemma":[0.00008237571,0.0001468307,0.0000273169,0.0001997974,0.0002691024,0.0002455319,0.0005180744,0.0003747333,0.00006668747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007563367,"about_ca_system_score_gemma":0.00007036581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008740111,"about_ca_topic_score_gemma":0.01365254,"domain_scores_codex":[0.9975237,0.0001925848,0.0007781834,0.0005448579,0.0003865479,0.0005741667],"domain_scores_gemma":[0.998691,0.000270292,0.0001372121,0.0003761413,0.00005847115,0.0004668357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003045944,0.0008265139,0.526722,0.002323891,0.0001347653,0.00009230155,0.4389611,0.00002974025,0.00006783603,0.00265989,0.01612003,0.009016013],"study_design_scores_gemma":[0.004920523,0.001070833,0.6435934,0.001632515,0.0001107854,0.00001441293,0.3034967,0.001074625,9.540304e-7,0.0005983535,0.04304402,0.0004428663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696895,0.0005649249,0.0009049461,0.01360238,0.0007573477,0.002186658,0.00001400555,0.00003156677,0.01224865],"genre_scores_gemma":[0.9880251,0.00006636331,0.0001643628,0.001267314,0.001279,0.0003529961,0.00002327185,0.00002733973,0.008794284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354644,"threshold_uncertainty_score":0.7618439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210579471242096,"score_gpt":0.3488707402306593,"score_spread":0.3278127931064497,"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."}}