{"id":"W3163037097","doi":"10.1001/jamanetworkopen.2021.10104","title":"Perinatal Outcomes During the COVID-19 Pandemic in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Sinai Health System; St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Nursing; Infectious disease (medical specialty); Internal medicine; Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007346853,0.0003864963,0.0004570335,0.001307667,0.002639159,0.00138348,0.001436693,0.000565574,0.001847984],"category_scores_gemma":[0.003350701,0.0005124268,0.0007310542,0.004105731,0.0007284807,0.0005919763,0.001531358,0.0009246669,0.0002259627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03405335,"about_ca_system_score_gemma":0.03792983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996161,"about_ca_topic_score_gemma":0.9973534,"domain_scores_codex":[0.9984554,0.0000850821,0.0001187663,0.0002270863,0.0004604784,0.0006531542],"domain_scores_gemma":[0.997319,0.0001087024,0.0008105014,0.0001129358,0.0009379059,0.0007109333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009112812,0.00001910927,0.9939829,0.00004176751,0.00007639474,0.00008089302,0.0008525531,0.00008929279,0.00008351419,0.0001302174,0.002363841,0.002188469],"study_design_scores_gemma":[0.000007945669,0.00002101452,0.9977692,0.0000573263,0.00002268736,0.00004558371,0.001092321,0.0000855316,0.00002555559,0.00001567708,0.0008466175,0.00001052498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557483,0.002317748,0.000146974,0.00113657,0.00004619968,0.0001270546,0.03533905,0.00002489891,0.005113361],"genre_scores_gemma":[0.9894577,0.001551588,0.0001493476,0.0002484234,0.00001736111,0.00005970446,0.007186004,0.00001144948,0.001318323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03405335,"threshold_uncertainty_score":0.2470755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04601820961701351,"score_gpt":0.3315707669058303,"score_spread":0.2855525572888167,"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."}}