{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005269337,0.0005793792,0.0006185112,0.0003400382,0.0004111781,0.0008256752,0.0008032446,0.0009040172,0.00217734],"category_scores_gemma":[0.001185689,0.0002448014,0.0002989182,0.0003782639,0.0004188787,0.0008296279,0.0005888576,0.0006056181,0.0004746703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007614804,"about_ca_system_score_gemma":0.001517389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005421014,"about_ca_topic_score_gemma":0.003564893,"domain_scores_codex":[0.9996443,0.00008070959,0.00001980422,0.00007762335,0.0001284499,0.00004910831],"domain_scores_gemma":[0.9995643,0.0001431962,0.00006062501,0.00004246766,0.0001611469,0.00002820099],"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":[0.00004999037,0.00003354077,0.00064855,0.00005902322,0.00001832357,0.00004650164,0.00002748481,0.9628743,0.003300041,0.004379461,0.0007902908,0.02777251],"study_design_scores_gemma":[0.00000460641,0.00001645113,0.00004359135,0.000001531909,0.000002176101,0.00001104238,0.00000273452,0.9989653,0.0003679667,0.0002634456,0.0003192636,0.000001913005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01547306,0.0002336434,0.9808451,0.0002181286,0.00003417126,0.0001165052,0.00005144661,0.0004608086,0.002567186],"genre_scores_gemma":[0.7069409,0.0004845311,0.2883042,0.0001637011,0.00005776197,0.0004629195,0.0001744458,0.00005897109,0.003352694],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005421014,"threshold_uncertainty_score":0.0107789,"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."}}