{"id":"W1790233228","doi":"10.1002/bdra.23319","title":"Highlights from the United States Food and Drug Administration's public workshop on the development of animal models of pregnancy to address medical countermeasures in an “at‐risk” population of pregnant women: Influenza as a case study","year":2014,"lang":"en","type":"article","venue":"Birth Defects Research Part A Clinical and Molecular Teratology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Oak Ridge Institute for Science and Education; Centers for Disease Control and Prevention; U.S. Department of Energy","keywords":"Food and drug administration; Pregnancy; Medicine; Public health; Environmental health; Population; Drug; Family medicine; Pharmacology; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03815588,0.001899648,0.001009807,0.001359848,0.003611508,0.004981677,0.004076494,0.01902313,0.006125245],"category_scores_gemma":[0.01228385,0.0007392132,0.002140134,0.0007353289,0.002475592,0.003502275,0.005829785,0.01627642,0.001589072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368925,"about_ca_system_score_gemma":0.01083289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443069,"about_ca_topic_score_gemma":0.009868341,"domain_scores_codex":[0.992488,0.00305328,0.0005091159,0.0005580799,0.002393824,0.0009976792],"domain_scores_gemma":[0.9827875,0.005724485,0.001257629,0.0004909062,0.005577303,0.004162133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003955367,0.001151153,0.001017282,0.001041295,0.00006424674,0.002679119,0.001406624,0.0005953572,0.007054937,0.005561161,0.8966576,0.08237562],"study_design_scores_gemma":[0.0001293564,0.0007769263,0.001542916,0.001056782,0.00005798965,0.0009427998,0.001723685,0.0002124204,0.002602867,0.002641668,0.9882359,0.00007672497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007029239,0.04400264,0.006115621,0.8784921,0.04660428,0.001511117,0.0007054422,0.0001683611,0.01537125],"genre_scores_gemma":[0.06682014,0.1168467,0.02366711,0.6405962,0.05719434,0.00368738,0.002090782,0.0003386883,0.08875868],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03815588,"threshold_uncertainty_score":0.20179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073418755414244,"score_gpt":0.4563809855923546,"score_spread":0.2490391100509302,"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."}}