{"id":"W4283753359","doi":"10.1111/ppe.12910","title":"The <scp>COVID</scp>‐19 pandemic, preterm birth and the potential role of composition of gestations","year":2022,"lang":"en","type":"letter","venue":"Paediatric and Perinatal Epidemiology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Gestation; Composition (language); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Obstetrics; Virology; Pregnancy; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588227,0.0002501092,0.0008740834,0.0001960547,0.0003268883,0.000007683896,0.0001748747,0.00037936,0.00004240464],"category_scores_gemma":[0.006754821,0.0001532218,0.0002099047,0.0002134524,0.001076645,0.00004618158,0.0002359277,0.001288909,0.000001213021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008445704,"about_ca_system_score_gemma":0.0002166902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006610313,"about_ca_topic_score_gemma":0.000004258876,"domain_scores_codex":[0.9967399,0.001429351,0.0007700615,0.0004798251,0.0002309944,0.000349827],"domain_scores_gemma":[0.9849351,0.01357795,0.0008098433,0.00048512,0.00009781168,0.00009415381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001917899,0.0001242037,0.7156321,0.005881818,0.001174936,0.0001224726,0.004908071,0.0005814486,0.001027732,0.003427732,0.2297522,0.03544941],"study_design_scores_gemma":[0.002948382,0.0008898882,0.1157074,0.00002531935,0.0008391296,0.001914541,0.0005262771,0.001782633,0.000006893127,0.007930231,0.8672987,0.0001305751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319421,0.07476014,0.001141588,0.3871298,0.001124894,0.002430306,0.0009960788,0.0001079853,0.0003671],"genre_scores_gemma":[0.7931505,0.03948585,0.0004785593,0.1603478,0.003985998,0.0003071147,0.0008928612,0.00008477052,0.001266534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375465,"threshold_uncertainty_score":0.8086639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716468344736324,"score_gpt":0.3089003545572722,"score_spread":0.2817356711099089,"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."}}