{"id":"W4319063343","doi":"10.26355/eurrev_202301_31041","title":"A time and motion study in pediatric ER of the Secondary Hospital in Al Jouf Region, Saudi Arabia.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Microsoft excel; Descriptive statistics; Emergency medicine; Emergency department; Medical emergency; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813782,0.000267206,0.0002004035,0.0005344722,0.0004383637,0.0003253412,0.0002455818,0.0002981062,0.001855065],"category_scores_gemma":[0.001107004,0.0001641022,0.0002977111,0.0005541132,0.0001718258,0.0003014889,0.000384275,0.0003101871,0.0002260185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009275259,"about_ca_system_score_gemma":0.0007416335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974908,"about_ca_topic_score_gemma":0.02668543,"domain_scores_codex":[0.9997305,0.00006682338,0.00002683951,0.00003286452,0.00003713062,0.0001057714],"domain_scores_gemma":[0.999377,0.00006692397,0.0002963861,0.00001620825,0.0001008597,0.0001426787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176212,0.0001651661,0.9946029,0.00004592542,0.00001540796,0.0005697528,0.001546219,0.00003481801,0.0002495028,0.00002610565,0.0001806017,0.002446081],"study_design_scores_gemma":[0.000008098913,0.0005394343,0.9936507,0.0000181679,0.00001080749,0.0005663619,0.004548054,0.00010412,0.00009662899,0.000008997621,0.0004425989,0.000005935404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997339,0.00006229222,0.0000137372,0.00001877051,0.000001697676,0.00000701099,0.00007200613,5.557736e-7,0.00009007661],"genre_scores_gemma":[0.9994251,0.0001137654,0.00005734213,0.00002917766,0.000004497598,0.00001468469,0.0001465641,7.003435e-7,0.0002082877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974908,"threshold_uncertainty_score":0.03926826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472028740448015,"score_gpt":0.2340958398037222,"score_spread":0.219375552399242,"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."}}