{"id":"W3215234161","doi":"10.47326/ocsat.2021.02.51.1.0","title":"Critical Care Capacity During the COVID-19 Pandemic","year":2021,"lang":"en","type":"report","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001477459,0.0002794334,0.0004632523,0.0001007455,0.001313037,0.00003768007,0.0003605496,0.0004849366,0.00873984],"category_scores_gemma":[0.004574304,0.0001776028,0.0002071252,0.0001425424,0.0001231478,0.00005267084,0.0007940643,0.001520871,0.0004552619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813747,"about_ca_system_score_gemma":0.004773939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615905,"about_ca_topic_score_gemma":0.006112683,"domain_scores_codex":[0.9960704,0.001252989,0.0006337074,0.0005241825,0.0008621174,0.0006566357],"domain_scores_gemma":[0.9967218,0.001285914,0.0001516134,0.0009710809,0.0005361379,0.0003334662],"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":[0.0001164742,0.00008849429,0.04905154,0.037503,0.0003179469,0.0006648096,0.0371112,0.000004001164,0.00003033027,0.007898732,0.8657913,0.001422226],"study_design_scores_gemma":[0.0002415169,0.00001114192,0.002356011,0.0002637616,0.0001252183,0.00003682067,0.04526393,4.734732e-7,9.253162e-7,0.0001372799,0.9513558,0.0002071091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01840068,0.002189507,0.0006200856,0.003973417,0.003954216,0.001366275,0.0001601636,0.0003317944,0.9690039],"genre_scores_gemma":[0.236766,0.002008064,0.0001060598,0.01824851,0.002104477,0.001036503,0.0002005056,0.0001033084,0.7394266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2295773,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3557579472136406,"score_gpt":0.53518048033149,"score_spread":0.1794225331178494,"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."}}