{"id":"W3128801213","doi":"10.3389/fgwh.2021.628625","title":"Access to and Quality of Healthcare for Pregnant and Postpartum Women During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Pandemic; Pregnancy; Health care; Coronavirus disease 2019 (COVID-19); Obstetrics; Family medicine; Postnatal Care; Prenatal care; Nursing; Population; Environmental health; Disease","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":[0.001080575,0.0001165943,0.0004913482,0.00005696854,0.0002055761,0.00002824673,0.0001004761,0.0000570274,0.00002668352],"category_scores_gemma":[0.0002126785,0.00008962388,0.00003540285,0.0002505992,0.00008566435,0.00005987364,0.0001369485,0.0001223199,2.413391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553257,"about_ca_system_score_gemma":0.0007775708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895695,"about_ca_topic_score_gemma":0.001395472,"domain_scores_codex":[0.9982201,0.0002038547,0.0005653049,0.0003032893,0.0001722978,0.0005351391],"domain_scores_gemma":[0.998687,0.00005301832,0.0001540926,0.0002141193,0.00007671347,0.0008151106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494455,0.00008747308,0.9632013,0.02171399,0.00002972609,0.000008144016,0.004055263,0.000002271812,0.00000796899,0.0006498893,0.0007000072,0.008049545],"study_design_scores_gemma":[0.002401154,0.0008766839,0.9319931,0.0005995979,0.000003195448,0.0001258021,0.005647998,0.00002753494,0.00001285297,0.002966428,0.05522677,0.0001188274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638077,0.005518715,0.0007024785,0.02755773,0.0003207875,0.001009438,0.001032986,0.00001918121,0.00003098557],"genre_scores_gemma":[0.9863924,0.001557458,0.0007189714,0.01017033,0.00004370023,0.0002930212,0.00001463767,0.000008589096,0.0008008634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05452676,"threshold_uncertainty_score":0.4377444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819735877333695,"score_gpt":0.4326768717949282,"score_spread":0.3507032840615587,"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."}}