{"id":"W4413564333","doi":"10.64628/aam.gj3jdd5e3","title":"Lack of ID can endanger already vulnerable people during COVID-19 pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Infectious disease (medical specialty); Disease","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":[0.001734671,0.0003183029,0.0002388628,0.0005543565,0.001933138,0.002412414,0.000435301,0.001549476,0.02519559],"category_scores_gemma":[0.008114628,0.0001673898,0.0004000175,0.0003431994,0.0008894047,0.001551521,0.003578117,0.001442559,0.006276513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130417,"about_ca_system_score_gemma":0.003382486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009069781,"about_ca_topic_score_gemma":0.01037772,"domain_scores_codex":[0.9989575,0.0003663927,0.0000316175,0.00006877391,0.0001571408,0.0004184355],"domain_scores_gemma":[0.9975171,0.0007687247,0.0002880084,0.0002551817,0.0004534254,0.0007176014],"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":[0.0009834435,0.0004796474,0.1728662,0.001005397,0.0001056221,0.005072325,0.01312968,0.0006892614,0.002385456,0.0961514,0.4199819,0.2871497],"study_design_scores_gemma":[0.00007344185,0.0003790676,0.1371065,0.002865124,0.0001294262,0.004472957,0.04161145,0.001489804,0.00263584,0.07957526,0.72956,0.0001011615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2374434,0.004388373,0.004955381,0.08098034,0.005141993,0.0002004469,0.006305154,0.0005511321,0.6600339],"genre_scores_gemma":[0.8744326,0.006186063,0.005038977,0.01533388,0.001097773,0.000295929,0.003270271,0.0002186902,0.09412583],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02519559,"threshold_uncertainty_score":0.0842877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837293436168195,"score_gpt":0.3655469005063391,"score_spread":0.2771739661446572,"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."}}