{"id":"W4226018405","doi":"10.1109/access.2022.3168736","title":"A Novel Smart Ambulance System—Algorithm Design, Modeling, and Performance Analysis","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"King Fahd University of Petroleum and Minerals","keywords":"Correctness; Computer science; Computation; Consistency (knowledge bases); Real-time computing; Response time; Algorithm; Artificial intelligence","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":[0.0003822261,0.0001765298,0.0003089628,0.0002417446,0.000261302,0.0000993449,0.0003531433,0.00004580326,0.00001828309],"category_scores_gemma":[0.000001633524,0.0001862871,0.00007445315,0.0008216046,0.00001424964,0.0002888941,0.00006987699,0.000204544,0.00000781904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389997,"about_ca_system_score_gemma":0.00002087863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701415,"about_ca_topic_score_gemma":0.00001491696,"domain_scores_codex":[0.9988534,0.0000400636,0.0002903394,0.0002531502,0.0002672901,0.0002957596],"domain_scores_gemma":[0.999512,0.0000304448,0.00004731018,0.0002909543,0.00004270699,0.00007656418],"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":[0.00001514566,0.00001350678,0.00225872,0.0001663666,0.0002220954,0.000007187724,0.0001673566,0.9909922,0.0006910547,0.000004433937,0.0001378751,0.005323986],"study_design_scores_gemma":[0.0003096785,0.00003149098,0.000786544,0.00002003138,0.0001246586,0.00002428231,0.00007846043,0.9976668,0.0005038144,0.000001771584,0.0002141808,0.0002383204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3246706,0.0003348461,0.6735541,0.000009510617,0.0006261469,0.0001958023,0.00003329926,0.0002702679,0.0003054878],"genre_scores_gemma":[0.9982557,0.000028056,0.001241752,0.00003248898,0.0001510739,0.0001480984,0.00001281999,0.00003493659,0.00009505283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6735851,"threshold_uncertainty_score":0.7596567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627300694968992,"score_gpt":0.2352112911401044,"score_spread":0.2089382841904145,"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."}}