{"id":"W3044184760","doi":"10.2139/ssrn.3562059","title":"Viral Shedding of COVID-19 in Pregnant Women","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Diarrhea; Throat; Vaginal delivery; Breastfeeding; myalgia; Pneumonia; Gynecology; Internal medicine; Pediatrics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643238,0.0001333412,0.0003355925,0.0002112307,0.00005288971,0.00001237724,0.0001320586,0.00006494105,0.000122873],"category_scores_gemma":[0.001770125,0.0001159913,0.00009544364,0.0004158974,0.0000450173,0.0001444283,0.0000370616,0.001479322,0.00001144027],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004634468,"about_ca_system_score_gemma":0.007878244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043907,"about_ca_topic_score_gemma":0.00006526602,"domain_scores_codex":[0.9973822,0.00008817903,0.0004190073,0.0002522587,0.0003434179,0.001514966],"domain_scores_gemma":[0.999193,0.00005010747,0.0001406455,0.0001820798,0.00005162418,0.0003825573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01183226,0.001676301,0.3445432,0.001805239,0.00142108,0.0004712336,0.04542689,0.004094064,0.3957841,0.05437352,0.001247039,0.1373251],"study_design_scores_gemma":[0.08588644,0.05744939,0.08828718,0.002137693,0.001088556,0.02161254,0.1102067,0.009634304,0.04531146,0.4682764,0.1064423,0.003667112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965916,0.001888848,0.003912089,0.02768435,0.00008891417,0.0002804565,0.000001467537,0.00004422621,0.0001836582],"genre_scores_gemma":[0.995792,0.001375456,0.00005808672,0.002148461,0.0003639974,0.000006445718,0.000001848224,0.00002329414,0.000230425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4139028,"threshold_uncertainty_score":0.9991866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194995521464274,"score_gpt":0.3180199268150656,"score_spread":0.2960699716004228,"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."}}