{"id":"W3082204644","doi":"10.4037/aacnacc2020366","title":"COVID-19: Mobilizing Quickly for a Rapid Response","year":2020,"lang":"en","type":"article","venue":"AACN Advanced Critical Care","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ingenuity; Context (archaeology); Medicine; Creativity; Coronavirus disease 2019 (COVID-19); Pandemic; Health care; Personal protective equipment; Nursing; MEDLINE; Public relations; Psychology; Disease; Infectious disease (medical specialty); Social psychology","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":[0.02146964,0.002366062,0.001075871,0.002690557,0.009148626,0.01556245,0.004733046,0.0122801,0.07748757],"category_scores_gemma":[0.07408267,0.001148604,0.002000669,0.0009181848,0.004924255,0.01583206,0.03327278,0.01678363,0.04802017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003465565,"about_ca_system_score_gemma":0.01532744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042638,"about_ca_topic_score_gemma":0.00616514,"domain_scores_codex":[0.9791273,0.01240064,0.0009259388,0.001628601,0.003131813,0.002785546],"domain_scores_gemma":[0.9442198,0.01373548,0.002596641,0.002183405,0.004801208,0.03246342],"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":[0.0002757976,0.0002979159,0.00229853,0.0009747813,0.00006459732,0.000680704,0.005052117,0.0001802204,0.0006416609,0.007523746,0.8279091,0.154101],"study_design_scores_gemma":[0.0002223017,0.0004851086,0.001838056,0.002809839,0.00006066214,0.0007056412,0.01126631,0.0006229132,0.0006973403,0.0249108,0.9561973,0.000183766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01295443,0.02037777,0.0319946,0.7483464,0.06403362,0.002018292,0.00162615,0.00793246,0.1107163],"genre_scores_gemma":[0.1687669,0.03811709,0.1436707,0.4903535,0.03717758,0.01011457,0.006126313,0.005032029,0.1006414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07748757,"threshold_uncertainty_score":0.2592217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169350795581908,"score_gpt":0.499354163331483,"score_spread":0.2824190837732922,"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."}}