{"id":"W3015493153","doi":"10.1111/aogs.13870","title":"Classification system and case definition for SARS‐CoV‐2 infection in pregnant women, fetuses, and neonates","year":2020,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Fetus; Obstetrics; Miscarriage; Gestation; Transmission (telecommunications); Pediatrics","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":[0.0004677945,0.0002426915,0.0004594844,0.000346135,0.000169097,0.00007538218,0.00004555744,0.000258,0.00001131681],"category_scores_gemma":[0.006039849,0.0002099618,0.00005163457,0.0008564743,0.00007918583,0.000265197,0.00006299535,0.0002746917,0.000004373812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830263,"about_ca_system_score_gemma":0.0001187119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401321,"about_ca_topic_score_gemma":0.0000993549,"domain_scores_codex":[0.9981623,0.0001466236,0.0004502127,0.0006886211,0.0001784898,0.0003737757],"domain_scores_gemma":[0.9978039,0.00136796,0.0002528006,0.0002368403,0.0001363081,0.0002021434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949916,0.001413058,0.7805883,0.006274995,0.0002721988,0.001329941,0.00876635,0.00002477643,0.112599,0.008123654,0.001854641,0.0758031],"study_design_scores_gemma":[0.005921574,0.004443496,0.9691985,0.0003530394,0.0002375645,0.0019067,0.003235657,0.004336169,0.001775719,0.0004824213,0.007594992,0.0005141713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899864,0.000565919,0.0001175868,0.006641426,0.0002128235,0.001842336,0.00002661843,0.0002148523,0.0003920402],"genre_scores_gemma":[0.9968514,0.0008141291,0.0004276245,0.00132379,0.00007341621,0.0004134128,0.00005418327,0.00002824004,0.00001372999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886102,"threshold_uncertainty_score":0.8561995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987554890600159,"score_gpt":0.3289547435251747,"score_spread":0.2390791946191731,"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."}}