{"id":"W3034249744","doi":"10.1101/2020.06.12.20129619","title":"COVID-19 infections among Healthcare Workers and Transmission within Households","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Health care; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Asymptomatic; Cross-sectional study; Public health; Environmental health; Population; Pandemic; Disease; Family medicine; Infectious disease (medical specialty); Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000264718,0.0001249524,0.000131475,0.0004534398,0.0007557422,0.00054751,0.0002615454,0.0001981721,0.001902733],"category_scores_gemma":[0.001043554,0.0001357686,0.0001592526,0.0007343822,0.0003296967,0.0002277015,0.000411478,0.0001871876,0.0001068401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772261,"about_ca_system_score_gemma":0.001913008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5874113,"about_ca_topic_score_gemma":0.569607,"domain_scores_codex":[0.9995983,0.00004887772,0.00003189476,0.0000742167,0.0001010149,0.0001455636],"domain_scores_gemma":[0.9994218,0.00005779489,0.0002790835,0.000024002,0.0001017019,0.0001156364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001134184,0.000006117416,0.9986934,0.000006206574,0.000005758658,0.00004156357,0.0002201441,0.00001461436,0.00009602553,0.000009679569,0.0001010577,0.0007941202],"study_design_scores_gemma":[0.000001121369,0.00001405696,0.9987937,0.00001202008,0.000002752132,0.00006348258,0.0008844665,0.00007523975,0.0000280662,0.000008508094,0.0001151478,0.000001495236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985203,0.0001291592,0.00005284159,0.00004216778,0.000002601224,0.00001133105,0.0004964065,0.000001938815,0.0007432975],"genre_scores_gemma":[0.9993722,0.0001029131,0.00004470363,0.00001819766,0.000002291607,0.000005777732,0.0002437285,5.385015e-7,0.0002096961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874113,"threshold_uncertainty_score":0.8300369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149129595558765,"score_gpt":0.4143042215663813,"score_spread":0.2993912620105048,"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."}}