{"id":"W103792911","doi":"10.1155/2005/847621","title":"Hepatic Hydrothorax: How Would You Manage It?","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Ascites; Hydrothorax; Pleural effusion; Radiology; Surgery; General 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":[],"category_scores_codex":[0.0002258445,0.0001830409,0.0002390302,0.0003937907,0.0002977035,0.0001070674,0.0001772656,0.0001608614,0.001651507],"category_scores_gemma":[0.0001128741,0.0001558612,0.0001646268,0.0002081316,0.00007084857,0.000253483,0.00001307243,0.0007243435,0.0003162058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417844,"about_ca_system_score_gemma":0.0009488642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006675896,"about_ca_topic_score_gemma":0.0117008,"domain_scores_codex":[0.9986658,0.00006616061,0.0002406435,0.0001911619,0.0002932421,0.0005429692],"domain_scores_gemma":[0.9972364,0.00001482612,0.00008598186,0.0002535771,0.00009043125,0.002318774],"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":[0.0002402772,0.000177099,0.1830211,0.0001630674,0.0002637101,0.02021346,0.0003257028,0.00007246019,0.00290236,0.0003104352,0.47631,0.3160004],"study_design_scores_gemma":[0.0005650774,0.0001514491,0.04760617,0.00009582569,0.00008306932,0.0009581423,0.0001108036,0.000133436,0.0001295724,0.00008340843,0.9498948,0.0001881872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173948,0.005306324,0.00001728977,0.05429131,0.0002800145,0.0002427099,0.00005374868,0.00003939322,0.02237441],"genre_scores_gemma":[0.9423586,0.00008332251,0.0001370392,0.04632444,0.001755845,0.000007196871,0.000009211266,0.00003394307,0.00929042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4735849,"threshold_uncertainty_score":0.9992611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137555085563088,"score_gpt":0.2639642421763079,"score_spread":0.2325886913206771,"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."}}