{"id":"W4377970830","doi":"10.1109/iccci56745.2023.10128346","title":"A Survey on existing system design used for managing ambulance booking through mobile App","year":2023,"lang":"en","type":"article","venue":"","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Android (operating system); Computer science; Phone; Ambulance service; Population; Computer security; World Wide Web; Medical emergency; Operating system; 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":[0.001164155,0.0002264152,0.0003129854,0.0001039148,0.0001763917,0.00007405435,0.0002424833,0.00008887916,0.000005042204],"category_scores_gemma":[0.00004483951,0.0002203885,0.00008322082,0.0004110969,0.00001213694,0.0001190032,0.00003204373,0.0001149176,0.0002133309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155097,"about_ca_system_score_gemma":0.00001414957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002127516,"about_ca_topic_score_gemma":0.00004793319,"domain_scores_codex":[0.9985457,0.00008592102,0.0003510937,0.0002938961,0.0001935652,0.0005298231],"domain_scores_gemma":[0.9986536,0.0007931824,0.00004868686,0.000406954,0.00004474968,0.00005281571],"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":[0.00007613147,0.00001603987,0.001575776,0.002077453,0.0001478136,0.00003980016,0.001381984,0.9616238,0.00347245,0.003231877,0.0213293,0.005027599],"study_design_scores_gemma":[0.0006452646,0.00008080808,0.0009719013,0.0004768162,0.00001097408,0.000002707888,0.0005993213,0.9884455,0.005587495,0.00008679721,0.002698193,0.0003941784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05691301,0.000328724,0.9102134,0.00004464591,0.002407779,0.002714899,0.00006869376,0.008206784,0.01910205],"genre_scores_gemma":[0.9959446,0.000007498548,0.001885086,0.00002895501,0.0002745417,0.0003535926,0.0000525499,0.0001060383,0.001347107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9390316,"threshold_uncertainty_score":0.898718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249829151463556,"score_gpt":0.2854914457825659,"score_spread":0.2129931542679303,"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."}}