{"id":"W4414683181","doi":"10.1111/aogs.70055","title":"Parvovirus: Conservative management of fetal anemia and hydrops","year":2025,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Parvovirus; Fetus; Anemia; Conservative management; Pregnancy; Hydrops fetalis","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":[0.0003103066,0.0002666976,0.0006726093,0.0003799476,0.0001795335,0.00002157982,0.0001298474,0.0001889959,0.0002094628],"category_scores_gemma":[0.0008453733,0.0002148309,0.0001131786,0.001351191,0.0003560765,0.0001033994,0.000301701,0.0002994173,0.00004282084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018663,"about_ca_system_score_gemma":0.00008531068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005657498,"about_ca_topic_score_gemma":0.00001414857,"domain_scores_codex":[0.9983401,0.0001155078,0.0004859821,0.000447648,0.0002675554,0.0003431924],"domain_scores_gemma":[0.9975932,0.001562836,0.0002269482,0.0003382872,0.0001751043,0.0001036403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000668632,0.001168055,0.9206547,0.001095286,0.001748894,0.0004065304,0.0005066819,0.00000580928,0.004665624,0.01521378,0.03284232,0.02102367],"study_design_scores_gemma":[0.002895737,0.0003402636,0.9430816,0.0002381605,0.0005251886,0.00002473851,0.0009770785,0.00003947786,0.002109916,0.000640625,0.04888912,0.0002380715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814617,0.001540481,0.00005471054,0.001793014,0.0003473939,0.0007589607,0.00001909806,0.0001163081,0.180753],"genre_scores_gemma":[0.9917673,0.002344602,0.0009812665,0.001513002,0.00001240241,0.00009783575,0.00001255098,0.00001275448,0.003258313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1774947,"threshold_uncertainty_score":0.8760552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147290807177896,"score_gpt":0.3246800238572474,"score_spread":0.3032071157854684,"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."}}