{"id":"W6924994165","doi":"10.17605/osf.io/sytxf","title":"Emergency medical services - prehospital triage by registered nurses: scoping review","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; CINAHL; Cochrane Library; MEDLINE; Health care; Emergency medical services; Telemedicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004249837,0.0004365981,0.0009814366,0.0001396892,0.0002657134,0.00002600618,0.000922221,0.0002737581,0.466428],"category_scores_gemma":[0.005758434,0.0004170522,0.0004484432,0.0007638506,0.0001685402,0.0002589817,0.001293746,0.0005601192,0.4356702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002811,"about_ca_system_score_gemma":0.0002326494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315825,"about_ca_topic_score_gemma":0.00006734728,"domain_scores_codex":[0.9944685,0.0004024894,0.001292367,0.002038374,0.001119186,0.0006790766],"domain_scores_gemma":[0.9955973,0.0002421063,0.0003554996,0.003060221,0.0002645675,0.0004802854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001450961,0.0004062735,0.02533309,0.0228941,0.0005772891,0.0002245044,0.002303783,0.000002881424,0.001081348,0.0001231015,0.932461,0.01444756],"study_design_scores_gemma":[0.006772158,0.00004007161,0.02925776,0.1963446,0.002067806,0.000354403,0.003531035,0.0004622725,0.006666801,0.001761637,0.7498702,0.002871183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1341349,0.003889193,0.0001120837,0.01081004,0.003495637,0.006637719,0.00008928648,0.00126761,0.8395635],"genre_scores_gemma":[0.04262642,0.4266433,0.0002423893,0.002775587,0.0006680815,0.001678392,0.0005452936,0.0001875618,0.524633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4227541,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971975008203289,"score_gpt":0.349729580366363,"score_spread":0.3200098302843302,"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."}}