{"id":"W3213606863","doi":"10.3390/medsci9040068","title":"Post-Coronavirus Disease-2019 (COVID-19): Toward a Severe Multi-Level Health Crisis?","year":2021,"lang":"en","type":"article","venue":"Medical Sciences","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de Recherche du Québec - Santé; Ministère de l'Éducation et de l'Enseignement supérieur","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Health care; Healthcare system; Coronavirus; Disease; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Infectious disease (medical specialty); Virology; Pathology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003156154,0.0003414902,0.0003964578,0.0006421036,0.00188379,0.004560162,0.000726615,0.003102169,0.01543431],"category_scores_gemma":[0.005907321,0.0001335805,0.000613526,0.0006369444,0.001560394,0.003504548,0.00389225,0.004411954,0.001824373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847868,"about_ca_system_score_gemma":0.008583687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751135,"about_ca_topic_score_gemma":0.01383838,"domain_scores_codex":[0.9981078,0.0006603398,0.00009539026,0.0001307258,0.0002629603,0.0007427417],"domain_scores_gemma":[0.9955831,0.0005934545,0.0005549551,0.0000846337,0.0006554825,0.002528343],"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":[0.0005206038,0.00058671,0.09414412,0.003098109,0.0002689131,0.004609403,0.006728267,0.001249705,0.003082681,0.1153376,0.4597858,0.3105881],"study_design_scores_gemma":[0.00008205727,0.000895548,0.174887,0.006254626,0.0001645942,0.003074611,0.05404659,0.001398922,0.001359137,0.06218749,0.695466,0.0001832574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.04763846,0.0312282,0.001373767,0.8869547,0.005613062,0.00005723246,0.0009310787,0.0001002071,0.02610336],"genre_scores_gemma":[0.6893793,0.07185654,0.004181739,0.2144559,0.00989575,0.0001026613,0.001488905,0.0000726923,0.008566512],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01543431,"threshold_uncertainty_score":0.05163288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3627626941556628,"score_gpt":0.5120687969440633,"score_spread":0.1493061027884005,"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."}}