{"id":"W3126539610","doi":"10.1016/j.jogc.2020.10.005","title":"Canadian Surveillance of COVID-19 in Pregnancy (CANCOVID-Preg): A Rapidly Coordinated National Response Using Established Regional Infrastructures","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Environmental health; Political science; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009053702,0.0001540276,0.0005322677,0.001060012,0.00008998982,0.0000189056,0.0001106541,0.000168595,0.0002562834],"category_scores_gemma":[0.06704559,0.0001509454,0.00006554992,0.001523586,0.00009527268,0.0001201065,0.00003295523,0.000401596,4.6129e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009743096,"about_ca_system_score_gemma":0.08287816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5174904,"about_ca_topic_score_gemma":0.8452936,"domain_scores_codex":[0.997849,0.000342055,0.0007061418,0.0002472092,0.0005441448,0.0003114427],"domain_scores_gemma":[0.9941228,0.003443333,0.0005636667,0.0001889652,0.001041528,0.0006397222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002901955,0.0000837148,0.9732758,0.0002468513,0.0001652597,0.007307582,0.0002701637,0.005482772,0.00132852,0.00008728011,0.006898672,0.00456322],"study_design_scores_gemma":[0.003989131,0.0002157128,0.9804906,0.00004485097,0.00003589772,0.0009738472,0.0002774224,0.0003475924,0.0001405382,0.0003242778,0.01302323,0.0001368916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769992,0.006639638,0.0000628782,0.01302009,0.002891315,0.0002013265,0.00009266542,0.000003893493,0.00008902427],"genre_scores_gemma":[0.9963257,0.0001177316,0.0005740099,0.002860304,0.0000318983,0.000001576175,0.00001445976,0.00001412923,0.00006018576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278032,"threshold_uncertainty_score":0.9940583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615294102046095,"score_gpt":0.2998403672438632,"score_spread":0.2736874262234023,"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."}}