{"id":"W3091983833","doi":"10.1684/abc.2020.1586","title":"Management of a global health crisis: first COVID-19 disease feedback from Overseas and French-speaking countries medical biologists","year":2020,"lang":"en","type":"article","venue":"Annales de biologie clinique","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Metropolitan area; Public health; Pandemic; Economic shortage; Economic growth; Disease; Medical prescription; Political science; Geography; Infectious disease (medical specialty); Medicine; Government (linguistics); Economics; Biology","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":[0.006938576,0.0007826475,0.0005520665,0.001131833,0.005263508,0.005454368,0.0006250276,0.002985475,0.003964119],"category_scores_gemma":[0.008137157,0.0002033023,0.000431541,0.0005835256,0.001639718,0.001904265,0.005082778,0.003216116,0.0005324792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701328,"about_ca_system_score_gemma":0.006548506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739037,"about_ca_topic_score_gemma":0.01978292,"domain_scores_codex":[0.9959704,0.0019698,0.0001192175,0.0002277564,0.0005180893,0.001194751],"domain_scores_gemma":[0.9925017,0.001038122,0.0007944455,0.0001911913,0.001599646,0.003874858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006505127,0.000461323,0.205059,0.001650228,0.0002774102,0.01990303,0.190545,0.0006560938,0.007076666,0.006540583,0.2259254,0.3412548],"study_design_scores_gemma":[0.00004439764,0.0007637395,0.1494036,0.001134832,0.00009382377,0.004192871,0.3534145,0.0005788857,0.0009815755,0.003299153,0.4859119,0.0001806179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4272757,0.03396206,0.001829353,0.5089641,0.005780186,0.0001327232,0.0003496723,0.0001899707,0.02151627],"genre_scores_gemma":[0.9216841,0.01249033,0.001418553,0.0538268,0.003015733,0.0000603412,0.0002698691,0.00004566545,0.007188652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01739037,"threshold_uncertainty_score":0.03669512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012841785478162,"score_gpt":0.4353105747419164,"score_spread":0.3340263961941002,"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."}}