{"id":"W4241876494","doi":"10.2139/ssrn.3911057","title":"Hospital Run","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Complementarity (molecular biology); Construct (python library); Public economics; Containment (computer programming); Welfare; Coronavirus disease 2019 (COVID-19); Actuarial science; Public policy; Social Welfare; Economics; Political science; Business; Development economics; Economic growth; Medicine; Computer science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007812034,0.0005955765,0.0005292892,0.002044061,0.00135511,0.003075914,0.00129717,0.0008832357,0.3315669],"category_scores_gemma":[0.003620276,0.0003626701,0.001044812,0.001479991,0.0002979568,0.0007344717,0.001890631,0.00213766,0.07638361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004205448,"about_ca_system_score_gemma":0.00895432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989202,"about_ca_topic_score_gemma":0.0508773,"domain_scores_codex":[0.9981321,0.0002370252,0.00007866478,0.0002788842,0.0004641404,0.0008092671],"domain_scores_gemma":[0.995869,0.0002987337,0.0003405467,0.0002464427,0.0009647695,0.002280374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009747752,0.0008598936,0.05836679,0.0003228466,0.0002655933,0.0005703667,0.00034682,0.001689699,0.0008450772,0.02143281,0.7771809,0.1371445],"study_design_scores_gemma":[0.0004160026,0.0008319509,0.1290238,0.00020148,0.000173202,0.0006786858,0.001201144,0.001342411,0.0009907287,0.003872174,0.8611753,0.00009311701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.111501,0.001470476,0.003723643,0.01662543,0.003792929,0.0008711606,0.07978287,0.00180846,0.7804241],"genre_scores_gemma":[0.168194,0.0007246932,0.001040172,0.004619657,0.001185968,0.0003777143,0.03648805,0.0004844991,0.7868854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3315669,"threshold_uncertainty_score":0.9534387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172387107939487,"score_gpt":0.237654003651543,"score_spread":0.2204152928575943,"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."}}