{"id":"W4285183165","doi":"10.3934/dcdsb.2022129","title":"The threshold value of the number of hospital beds in a SEIHR epidemic model","year":2022,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mathematics; Value (mathematics); Hopf bifurcation; Function (biology); Bifurcation; Codimension; Combinatorics; Statistics; Discrete mathematics; Pure mathematics; Physics; Nonlinear system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009656947,0.0007138372,0.001241739,0.001008409,0.0005086428,0.001737505,0.001771941,0.001447648,0.004774408],"category_scores_gemma":[0.002577696,0.0003711389,0.000968374,0.000502714,0.001255023,0.001792668,0.001158825,0.001317369,0.0004332318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276746,"about_ca_system_score_gemma":0.001106138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083508,"about_ca_topic_score_gemma":0.004089435,"domain_scores_codex":[0.9995888,0.0001246133,0.00002049348,0.00008186407,0.0000465846,0.0001377159],"domain_scores_gemma":[0.9989057,0.0004477962,0.0002280531,0.00005612898,0.0001718404,0.0001905875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002763619,0.0001500593,0.004831039,0.0002458932,0.0001421155,0.001157832,0.0005046024,0.6322069,0.01000662,0.3391787,0.004283622,0.007016309],"study_design_scores_gemma":[0.00003153592,0.000035206,0.0006524232,0.00002053703,0.00003872853,0.0000711782,0.0001085509,0.9736733,0.0003444236,0.0245749,0.000423969,0.00002525047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6504084,0.001363903,0.2956316,0.002932389,0.0001557407,0.0001551263,0.001205524,0.0005644443,0.04758287],"genre_scores_gemma":[0.9872208,0.0003789618,0.004742432,0.00008918208,0.00002935121,0.00007628722,0.0001418656,0.00002414987,0.007296956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083508,"threshold_uncertainty_score":0.02154404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144600356313,"score_gpt":0.3372748379516021,"score_spread":0.2958288343884721,"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."}}