{"id":"W3089219233","doi":"10.1016/j.jen.2020.06.010","title":"A Song for Frontline Nurses","year":2020,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; McMaster University; Impact; Western University","funders":"","keywords":"Triage; Protocol (science); Medicine; Medical emergency; Statement (logic); Patient care; Population; Emergency medicine; Intensive care medicine; Nursing; Alternative 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":[0.00007795677,0.00009113246,0.0002945128,0.00005233609,0.00004523932,0.000005509195,0.00004855494,0.0000347249,0.0003703978],"category_scores_gemma":[0.0002023855,0.0000675589,0.0002982316,0.00009890449,0.00001118759,0.0000748777,0.000002777795,0.00008935785,0.000006338884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006550374,"about_ca_system_score_gemma":0.00005665884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001574997,"about_ca_topic_score_gemma":4.860252e-7,"domain_scores_codex":[0.9991537,0.00001164457,0.0004191943,0.00008981952,0.0001818704,0.0001438022],"domain_scores_gemma":[0.9992853,0.00002942415,0.0002139172,0.00006266557,0.0002037071,0.0002049494],"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":[0.003205756,0.003596626,0.1155475,0.0002366629,0.00122236,0.0002168087,0.009359299,0.0001312879,0.01561961,0.0006106668,0.621693,0.2285605],"study_design_scores_gemma":[0.04105242,0.04768035,0.3324153,0.007204728,0.01194607,0.001097528,0.0175941,0.01034349,0.07909949,0.007908067,0.4421795,0.001479032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158598,0.01182442,0.005452697,0.06040732,0.004213812,0.0004280126,0.000008063919,0.00002294549,0.001782907],"genre_scores_gemma":[0.9901952,0.0004390963,0.007138754,0.0004796767,0.001636748,0.000003958325,0.000003039843,0.00002040205,0.00008318125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2270814,"threshold_uncertainty_score":0.4055596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2285168578618149,"score_gpt":0.4433951134755367,"score_spread":0.2148782556137217,"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."}}