{"id":"W2153251772","doi":"10.31729/jnma.230","title":"Need of Improvement in Emergency Medical Service in Urban Cities","year":2009,"lang":"en","type":"article","venue":"Journal of Nepal Medical Association","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Triage; Medicine; Medical emergency; Emergency medical services; Observational study; Ambulance service; Service (business); Emergency department; Emergency medicine; Nursing","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":[0.0008696673,0.0002301887,0.0002657246,0.0005597629,0.0008643001,0.001581096,0.001012137,0.001204787,0.009294373],"category_scores_gemma":[0.004431846,0.0001847543,0.00026369,0.001136677,0.000616301,0.001018759,0.001501375,0.0009516421,0.0005833458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376225,"about_ca_system_score_gemma":0.005141189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654962,"about_ca_topic_score_gemma":0.006783641,"domain_scores_codex":[0.9988219,0.0004075979,0.00008324118,0.0000915199,0.000142643,0.0004531088],"domain_scores_gemma":[0.9952855,0.0005975141,0.001517146,0.0001168669,0.0007129639,0.001770101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003333677,0.000529075,0.8733411,0.002310018,0.0001102346,0.003533992,0.003675124,0.0008303138,0.001837456,0.002078111,0.02516314,0.08625805],"study_design_scores_gemma":[0.00006287624,0.0002468532,0.969887,0.0005214841,0.00002712642,0.001451778,0.01033794,0.0006141934,0.0002498878,0.0003617143,0.01621383,0.00002535178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550163,0.00355618,0.0005388436,0.03275716,0.0001983595,0.0001551082,0.0009206065,0.0001152687,0.006742191],"genre_scores_gemma":[0.9946115,0.001537879,0.0006381787,0.001626943,0.0001260851,0.0000856632,0.0004575705,0.000007810528,0.0009083172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009294373,"threshold_uncertainty_score":0.03109276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297529151149959,"score_gpt":0.2927507885518122,"score_spread":0.2797754970403126,"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."}}