{"id":"W4313229193","doi":"10.31857/s2686673022110050","title":"The U.S. Healthcare: Lessons from the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"USA & Canada Economics – Politics – Culture","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Virology; Political science; Public relations; Medicine; Law; Outbreak; Infectious disease (medical specialty)","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":[0.009879935,0.0004933056,0.0004988746,0.001033694,0.007769323,0.006908868,0.001291916,0.01042223,0.01205219],"category_scores_gemma":[0.01635599,0.0002709445,0.000748295,0.001242338,0.00930686,0.006929392,0.005202712,0.01653173,0.001660625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009939787,"about_ca_system_score_gemma":0.03169489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1060894,"about_ca_topic_score_gemma":0.2001646,"domain_scores_codex":[0.9940535,0.002885041,0.0001515785,0.0002341527,0.0009678074,0.00170796],"domain_scores_gemma":[0.9838494,0.005804008,0.0004834358,0.0004107968,0.002017141,0.007435179],"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":[0.00009105772,0.0001875961,0.003722084,0.0001688042,0.00002712213,0.0003404102,0.006310523,0.0002252196,0.00008299555,0.06925686,0.8484391,0.07114817],"study_design_scores_gemma":[0.0001725631,0.0002748763,0.0177616,0.003610214,0.00006229516,0.0003843787,0.06023717,0.0004414228,0.0003037071,0.1733902,0.7432017,0.0001599055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002826313,0.00665787,0.0000708528,0.9806159,0.002158978,0.000002821563,0.00005224218,0.000008852895,0.007606199],"genre_scores_gemma":[0.1980833,0.03070176,0.0005373064,0.756205,0.00689378,0.00004685851,0.0001370617,0.00006212149,0.007332787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1060894,"threshold_uncertainty_score":0.2109438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018577320355395,"score_gpt":0.4022141076757602,"score_spread":0.3003563756402207,"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."}}