{"id":"W3096997863","doi":"10.1101/2020.10.22.20217802","title":"Characteristics associated with household transmission of SARS-CoV-2 in Ontario, Canada","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Public Health Ontario; Toronto Public Health","funders":"","keywords":"Odds; Transmission (telecommunications); Demography; Logistic regression; Odds ratio; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Geography; Environmental health; Disease; Infectious disease (medical specialty)","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":[0.000299328,0.0002144246,0.0002557722,0.0009291534,0.001854489,0.0008507518,0.0008171499,0.0002358294,0.003251071],"category_scores_gemma":[0.001851277,0.0002094589,0.0003446999,0.002492602,0.0005274078,0.0002672307,0.0006253479,0.0003391774,0.0001832339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558667,"about_ca_system_score_gemma":0.01785664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905701,"about_ca_topic_score_gemma":0.9923419,"domain_scores_codex":[0.9994742,0.00003687275,0.00004321794,0.00009437487,0.0001701626,0.0001810984],"domain_scores_gemma":[0.9981172,0.00008937162,0.0006441809,0.00004671731,0.000682906,0.0004197319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000324786,0.00001216152,0.9959926,0.00003800818,0.00002281059,0.0001342647,0.0005474281,0.00009929868,0.0001414023,0.00004624892,0.0008640658,0.002069203],"study_design_scores_gemma":[0.000002638583,0.00001199483,0.9979942,0.00002847176,0.00001001272,0.00006676887,0.001143915,0.0001635751,0.00002257225,0.00001533252,0.0005358035,0.000004684161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992439,0.0005603279,0.0001376057,0.0003127987,0.00001180159,0.00004659947,0.004089934,0.00001015633,0.002391689],"genre_scores_gemma":[0.9979185,0.0002959177,0.0001095113,0.00004290254,0.00000393921,0.00001272001,0.0009963184,0.000002709885,0.0006173975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558667,"threshold_uncertainty_score":0.1130897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2750257007806075,"score_gpt":0.3518864224231998,"score_spread":0.07686072164259233,"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."}}