{"id":"W1978201187","doi":"10.1016/s0140-6736(13)61446-4","title":"The PLUTO trial: a missed opportunity","year":2013,"lang":"en","type":"letter","venue":"The Lancet","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Oligohydramnios; Pulmonary hypoplasia; Hypoplasia; Surgery; Renal dysplasia; Urinary system; Fetoscopy; Urethra; Urinary tract obstruction; Fetus; Pregnancy; Prenatal diagnosis; 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":[0.0002119961,0.000208646,0.0005706537,0.00001397458,0.0001897728,0.00006005884,0.0003830652,0.000324371,0.000761755],"category_scores_gemma":[0.00025004,0.00007560856,0.0001670742,0.00005844003,0.0001472692,0.00001275234,0.00005890922,0.001182986,0.0004005157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300227,"about_ca_system_score_gemma":0.00007757876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125405,"about_ca_topic_score_gemma":0.000004086226,"domain_scores_codex":[0.9988034,0.0001486217,0.0001907581,0.000197345,0.0002633722,0.0003965182],"domain_scores_gemma":[0.9984291,0.0003639366,0.0001204748,0.0009805876,0.00003991791,0.00006595306],"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":[0.002006648,0.00004844966,0.00004313618,0.00001726123,0.0002181052,0.0001510964,0.00002191232,2.290628e-8,0.000001762866,0.00002962028,0.9954226,0.002039394],"study_design_scores_gemma":[0.01529303,0.0003878862,0.0008207392,0.00001958031,0.0002290905,0.00001356738,0.0000076582,0.000006916405,0.000001209007,0.002465755,0.9806688,0.00008574301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003954863,0.000894619,0.000001645966,0.9606917,0.0003297266,0.001188733,0.00002981889,0.00007825803,0.03283064],"genre_scores_gemma":[0.002374021,0.0006334525,0.00002231351,0.9423178,0.006146153,0.0002177158,0.0001930068,0.00002821425,0.04806729],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01837386,"threshold_uncertainty_score":0.8340684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436410236752074,"score_gpt":0.3173201547075663,"score_spread":0.1736791310323589,"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."}}