{"id":"W2058544571","doi":"10.1016/j.bpobgyn.2007.09.004","title":"Fetal pleural effusions","year":2008,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Hydrothorax; Hydrops fetalis; Polyhydramnios; Shunting; Pulmonary hypoplasia; Pleural effusion; Fetus; Pulmonary sequestration; Effusion; Gestational age; Mediastinal Shift; Pregnancy; Lung; Pleural disease; Surgery; Obstetrics; Respiratory disease; Internal medicine; Ascites","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007596612,0.0009898682,0.006333314,0.001990914,0.0008554647,0.0001345201,0.001288811,0.002540643,0.002883163],"category_scores_gemma":[0.6153902,0.0007893294,0.002305032,0.004839755,0.002352692,0.0003721257,0.002727107,0.01164575,0.01680905],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599872,"about_ca_system_score_gemma":0.007816165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009345743,"about_ca_topic_score_gemma":0.00004798293,"domain_scores_codex":[0.9798005,0.008692188,0.004314311,0.00194966,0.002966076,0.00227731],"domain_scores_gemma":[0.7257302,0.2661169,0.001246175,0.002120594,0.003280173,0.001506014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006663942,0.004390895,0.0003184497,0.003740879,0.001551095,0.0116543,0.00007594303,3.913773e-8,2.523973e-8,0.0001366058,0.01933254,0.9587326],"study_design_scores_gemma":[0.001932321,0.004173581,0.0008031711,0.0007844322,0.003023246,0.002388137,0.0003193386,0.00001422586,2.259502e-8,0.00003390257,0.9859355,0.0005920923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007210728,0.9023745,0.000007466414,0.0015889,0.004648286,0.00426381,0.00008409449,0.0001420522,0.08681878],"genre_scores_gemma":[0.00007266608,0.9861585,0.001955948,0.0004907443,0.001043458,0.0007490238,0.000187278,0.0002357195,0.009106687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.966603,"threshold_uncertainty_score":0.9994557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4073659477511556,"score_gpt":0.5799115540600631,"score_spread":0.1725456063089075,"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."}}