{"id":"W2909746961","doi":"10.1016/j.ejogrb.2019.01.014","title":"Placental mesenchymal dysplasia: An underdiagnosed placental pathology with various clinical outcomes","year":2019,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstetrics; Fetus; Preeclampsia; Pregnancy; Intrauterine growth restriction; Dysplasia; Gestational age; Prenatal diagnosis; Pathology","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":[0.001372524,0.0002777779,0.0009073696,0.0003270728,0.0001163722,0.00001090614,0.0001666839,0.0001282986,0.00009728979],"category_scores_gemma":[0.006976135,0.0001828548,0.0001503825,0.0002269306,0.0009301688,0.0001183192,0.0001424756,0.0007256033,0.00006736274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009455677,"about_ca_system_score_gemma":0.0002603744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001170499,"about_ca_topic_score_gemma":0.000001919023,"domain_scores_codex":[0.9965579,0.001396142,0.0008153213,0.0006730022,0.0001885637,0.000369095],"domain_scores_gemma":[0.9948641,0.003386635,0.0006429184,0.0003397359,0.0004836218,0.0002829916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001543475,0.000974945,0.9876202,0.00002302531,0.0007939984,0.004202471,0.0004077583,0.00002263011,0.0004827793,0.0007227208,0.0001664268,0.003039531],"study_design_scores_gemma":[0.007340309,0.013595,0.971424,0.0000212338,0.0003254117,0.003599225,0.001508076,0.000005902314,0.00002557546,0.0001589806,0.001812633,0.0001836434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920394,0.001139129,0.0001538384,0.001077869,0.003267348,0.0003703175,0.00001870973,0.00002251936,0.001910822],"genre_scores_gemma":[0.9957874,0.0003198603,0.002761864,0.0004422967,0.0002985357,0.000001985054,0.00002189566,0.00003478619,0.0003314068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619623,"threshold_uncertainty_score":0.8351589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196369355621666,"score_gpt":0.3017618488573608,"score_spread":0.2797981553011442,"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."}}