{"id":"W2614462493","doi":"10.1056/nejmicm040707","title":"Chylothorax and Chyloperitoneum","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Chylothorax; Intensive care medicine; Surgery","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":[0.0002866491,0.0001079452,0.0003772274,0.0001159809,0.00002928716,0.000006295948,0.00004382966,0.00003649071,0.0003265482],"category_scores_gemma":[0.000134421,0.0000608966,0.00003765837,0.00008013823,0.00007781858,0.00008197186,0.0000106849,0.00009708545,0.000007606277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003076456,"about_ca_system_score_gemma":0.0001006171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004099779,"about_ca_topic_score_gemma":0.0000109198,"domain_scores_codex":[0.9991465,0.00002085119,0.0003281664,0.00008232052,0.0002930815,0.0001291374],"domain_scores_gemma":[0.9992986,0.00005504799,0.0001340239,0.00009527978,0.0000842267,0.0003327727],"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":[0.0005596096,0.0001579704,0.02422609,0.00002794735,0.0001792936,0.0003169679,0.00111826,0.00000268421,0.001475901,0.0001997042,0.01299896,0.9587366],"study_design_scores_gemma":[0.1813799,0.005060623,0.05766883,0.0007493273,0.0007627759,0.01237008,0.0004171105,0.0001202811,0.0008586188,0.0009936269,0.7394518,0.0001671382],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256286,0.009978425,0.000216941,0.05272162,0.0003134527,0.0001151173,6.429025e-7,0.00001076542,0.0110144],"genre_scores_gemma":[0.9895694,0.001460968,0.001925217,0.001356567,0.003469865,4.359491e-7,0.000001921885,0.0000123311,0.002203342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9585695,"threshold_uncertainty_score":0.3575473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403771127577394,"score_gpt":0.2837276587378796,"score_spread":0.2696899474621057,"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."}}