{"id":"W4251923556","doi":"10.1007/b136543_46","title":"Chylothorax","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Chylothorax; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001615139,0.0004969117,0.0003568214,0.0005645994,0.0006812542,0.0005871287,0.0004157741,0.0008945833,0.06484918],"category_scores_gemma":[0.0004013984,0.0001644327,0.0004160675,0.0003054083,0.0004347074,0.0007602927,0.0009255388,0.002474061,0.01812659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588143,"about_ca_system_score_gemma":0.0005821335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009141868,"about_ca_topic_score_gemma":0.002627351,"domain_scores_codex":[0.9999082,0.00001142353,0.000004258276,0.00001753504,0.00004126498,0.00001733338],"domain_scores_gemma":[0.9999275,0.00002390875,0.000004689031,0.00001030844,0.00001101752,0.00002263823],"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":[0.00007154827,0.0001143611,0.0005364617,0.0003124761,0.00001541084,0.006462672,0.0001462098,0.0002872716,0.003580319,0.02891071,0.3820147,0.5775478],"study_design_scores_gemma":[0.0000153279,0.00004271585,0.0009850404,0.0002791061,0.00001027888,0.02126838,0.00005909619,0.0001615795,0.001033524,0.005933697,0.9701982,0.00001299116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00395267,0.04379042,0.01025552,0.006853806,0.006411539,0.0001216367,0.0003103374,0.0004842728,0.9278198],"genre_scores_gemma":[0.01968988,0.02048965,0.004040093,0.004058879,0.001536069,0.00005901884,0.0003106347,0.0001302876,0.9496856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06484918,"threshold_uncertainty_score":0.2169421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896513255905222,"score_gpt":0.2622780819210601,"score_spread":0.2433129493620079,"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."}}