{"id":"W3164645675","doi":"10.3389/fimmu.2021.685919","title":"Association Between COVID-19 Pregnant Women Symptoms Severity and Placental Morphologic Features","year":2021,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Office of Energy Research and Development; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Intervillous space; Placenta; Pregnancy; Fetus; Medicine; Gestational age; Obstetrics; Gestation; Pathology; Physiology; Andrology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005076023,0.0001689269,0.0004990788,0.0002258296,0.0000901618,0.00002043067,0.00008066385,0.0003642244,0.0001077412],"category_scores_gemma":[0.002789397,0.0001678631,0.00005139574,0.0003374421,0.0001386332,0.0001009877,0.0001278259,0.0004837149,0.000007248065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237701,"about_ca_system_score_gemma":0.0004363671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155783,"about_ca_topic_score_gemma":0.00001742626,"domain_scores_codex":[0.9983064,0.0002774542,0.0002677467,0.0005017583,0.0001819781,0.0004646443],"domain_scores_gemma":[0.9991332,0.0001427708,0.0001510273,0.0003680175,0.00006030911,0.0001446541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003298743,0.0001271147,0.9732693,0.00008346954,0.0004434121,0.0001445923,0.00151024,0.000006111758,0.003371625,0.00001631168,0.0094421,0.01125589],"study_design_scores_gemma":[0.002844136,0.000280367,0.9690019,0.00003858973,0.00009090012,0.0002780438,0.001577793,0.00001427593,0.001416808,0.0009156957,0.02336657,0.0001749259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810361,0.005449958,0.0006170343,0.01097349,0.00122529,0.0003642371,0.00003115229,0.0001058729,0.0001969035],"genre_scores_gemma":[0.9887488,0.001207516,0.001580213,0.002468827,0.0001801864,0.0000602229,0.0001634564,0.00002478891,0.005566023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01392447,"threshold_uncertainty_score":0.8466476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231978846534371,"score_gpt":0.2806343016182521,"score_spread":0.2683145131529084,"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."}}