{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001589462,0.0001808493,0.0003034237,0.0000586134,0.0000171883,0.000007623939,0.00003087888,0.0001607652,0.006434599],"category_scores_gemma":[0.000002796798,0.0001266596,0.0001294658,0.000006420763,0.00002203288,0.00001229892,0.00001041236,0.00004808202,0.001705045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052321,"about_ca_system_score_gemma":0.00007318302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009476671,"about_ca_topic_score_gemma":0.000003474965,"domain_scores_codex":[0.9994141,8.664476e-7,0.0001316702,0.0001815057,0.0001695417,0.0001022592],"domain_scores_gemma":[0.9995841,0.000006350684,0.00004121796,0.0002500013,0.00002988803,0.00008848742],"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":[0.00004826172,0.0001441493,0.00007674029,0.00004605655,0.000410175,0.000460891,0.00001731048,3.040045e-8,0.000002089829,0.2900203,0.05563726,0.6531368],"study_design_scores_gemma":[0.00130304,0.0003245834,0.0002481118,0.0001546771,0.0003488337,0.0000577452,0.000002131522,0.000002432165,0.0000105824,0.03689773,0.9604984,0.0001517495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009976638,0.0008499998,0.00001540536,0.0006320736,0.0000562364,0.0002420968,0.000003881975,0.00007062603,0.9981197],"genre_scores_gemma":[0.001015379,0.0003205663,0.0006242706,0.001521299,0.00009271631,0.000002001417,0.00008589533,0.00003196514,0.9963059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9048611,"threshold_uncertainty_score":0.9990723,"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."}}