{"id":"W3158254677","doi":"10.1159/000515694","title":"Perinatal Outcome in Fetuses with Dislodged Thoraco-Amniotic Shunts","year":2021,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre for Social Innovation; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Fetus; Fetal surgery; Amniotic fluid; In utero; Gestational age; Pulmonary sequestration; Surgery; Obstetrics; Pregnancy; Lung; Internal medicine","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":[0.00004587676,0.000160397,0.0003157159,0.00004761709,0.00005399073,0.00004185827,0.00003327423,0.00004640927,0.0002996921],"category_scores_gemma":[0.00002320696,0.000105033,0.00006006125,0.0001624917,0.00005586536,0.00009004043,0.00002153122,0.00005414672,0.00001525692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645978,"about_ca_system_score_gemma":0.00004101713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038451,"about_ca_topic_score_gemma":0.00008720067,"domain_scores_codex":[0.9991853,0.00002925641,0.000162409,0.0002626794,0.0001653604,0.000195026],"domain_scores_gemma":[0.9995999,0.00006617735,0.00003258494,0.0001753154,0.00003298493,0.0000929958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001764691,0.0010535,0.9170802,0.00003283883,0.0001195055,0.0006252592,0.0001900461,6.305157e-7,0.00003486513,0.0001402828,0.00002781837,0.08051856],"study_design_scores_gemma":[0.006427862,0.0006301161,0.9887148,0.000120922,0.00004151135,0.00007121111,0.0001908332,0.00002513599,0.0009304514,0.0001457444,0.002557453,0.0001439366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908701,0.006049384,0.000007321795,0.001228967,0.00007599751,0.0002597148,0.0000124857,0.00002196139,0.00147405],"genre_scores_gemma":[0.9937893,0.004622082,0.0002454711,0.0007199745,0.00002744648,0.00009503972,0.00002786668,0.00002275747,0.0004500278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08037462,"threshold_uncertainty_score":0.4283119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984315980408191,"score_gpt":0.3055664725448106,"score_spread":0.2757233127407286,"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."}}