{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003431781,0.0002672306,0.0004167936,0.00007734817,0.001038034,0.00001194186,0.0002750142,0.0002853708,0.0007388052],"category_scores_gemma":[0.202745,0.0002604912,0.0002007794,0.0002968586,0.000285149,0.000181603,0.0001500206,0.0007265445,0.0001901309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608881,"about_ca_system_score_gemma":0.001117946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001444965,"about_ca_topic_score_gemma":0.00002348856,"domain_scores_codex":[0.9968329,0.0008245403,0.0005929126,0.0006166626,0.0003004858,0.0008325184],"domain_scores_gemma":[0.9745514,0.0207883,0.00008088006,0.0003746812,0.002796043,0.001408639],"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":[0.05676421,0.0001859754,0.003502087,0.02500169,0.0001270731,0.0006203787,0.2518416,0.0008858081,0.0518989,0.1000827,0.481194,0.02789558],"study_design_scores_gemma":[0.002597406,0.001873764,0.0001119962,0.0003982645,0.00005623209,0.000003099118,0.2575951,0.0001753275,0.0006044406,0.001214193,0.7349069,0.0004632918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4734729,0.01983837,0.1191306,0.3013193,0.0266532,0.01739108,0.009648837,0.004111898,0.02843383],"genre_scores_gemma":[0.7845919,0.00001774226,0.003468373,0.2105165,0.0004144617,0.0006646142,0.0001363924,0.00005722702,0.0001327221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311119,"threshold_uncertainty_score":0.9999847,"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."}}