{"id":"W6948690554","doi":"10.5281/zenodo.1134674","title":"EMERGENCY DEPARTMENT TRIAGE SYSTEMS","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Emergency department; MEDLINE; Inclusion (mineral); Scale (ratio); Legislation","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":[0.008371459,0.0008339874,0.001608896,0.009222694,0.0008860513,0.002637098,0.001727763,0.001237319,0.01708976],"category_scores_gemma":[0.06833697,0.0005649404,0.004086253,0.01059387,0.0005708451,0.00333803,0.00275367,0.001587929,0.002103111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004876806,"about_ca_system_score_gemma":0.01050396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363337,"about_ca_topic_score_gemma":0.009193819,"domain_scores_codex":[0.9797199,0.007745921,0.006857252,0.001718327,0.003404091,0.000554391],"domain_scores_gemma":[0.9676499,0.01590852,0.007569251,0.001024201,0.007243395,0.0006048428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005051064,0.0001111319,0.02399256,0.3509252,0.004833248,0.0002236948,0.001465661,0.0008377135,0.0001932207,0.007254167,0.09397233,0.5156859],"study_design_scores_gemma":[0.0007056406,0.0005731655,0.067917,0.4917795,0.009606865,0.001616598,0.003616329,0.0007167542,0.0005799141,0.005368472,0.41736,0.0001597376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.009311978,0.9365706,0.003424326,0.008613793,0.002882816,0.002052584,0.01563249,0.0001773455,0.02133417],"genre_scores_gemma":[0.2101837,0.7422031,0.01358322,0.008501252,0.00201777,0.004683672,0.01597324,0.00009627545,0.002757833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01708976,"threshold_uncertainty_score":0.05717093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568298295312509,"score_gpt":0.2919343565889207,"score_spread":0.2462513736357956,"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."}}