{"id":"W3212317027","doi":"10.1055/s-0041-1739357","title":"Impact of Lockdown Measures during COVID-19 Pandemic on Pregnancy and Preterm Birth","year":2021,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Pandemic; Coronavirus disease 2019 (COVID-19); Obstetrics; Live birth; Birth weight; Cohort study; Gestational age; Pediatrics; Disease; Infectious disease (medical specialty); Internal medicine","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":[0.0002305035,0.0001632235,0.0007277227,0.0003130923,0.00005271323,0.000007697933,0.00008210914,0.00005548486,0.0001272127],"category_scores_gemma":[0.002140237,0.0001280085,0.0002081383,0.0003233757,0.0004184417,0.00007263322,0.00004116695,0.0003435194,0.000001201959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534001,"about_ca_system_score_gemma":0.0009458686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402463,"about_ca_topic_score_gemma":0.00001405257,"domain_scores_codex":[0.9985639,0.0002016354,0.000465096,0.0002525618,0.0002697124,0.0002471322],"domain_scores_gemma":[0.9982287,0.0001809773,0.0006084687,0.0003229226,0.0002923932,0.0003665512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001725032,0.0001856945,0.8969628,0.0002495293,0.0003420724,0.0008130656,0.001128897,0.0001300053,0.02125938,0.00002426843,0.0000247956,0.0771545],"study_design_scores_gemma":[0.003258937,0.006058339,0.945693,0.000428065,0.0001620325,0.03527987,0.0006880871,0.00001539365,0.005310889,0.0001160291,0.002805822,0.0001835394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963784,0.001622304,0.0001407184,0.001559891,0.0001105491,0.0001050855,0.000005843565,0.00001785957,0.00005935601],"genre_scores_gemma":[0.9983202,0.001022473,0.0002102959,0.0002727165,0.00007841698,0.000002153161,8.126958e-7,0.00001992227,0.00007300734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07697096,"threshold_uncertainty_score":0.5220034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593363146457641,"score_gpt":0.3688822966908495,"score_spread":0.3329486652262731,"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."}}