{"id":"W1989705896","doi":"10.1378/chest.118.3.885","title":"Transudative Pleural Effusions","year":2000,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Thoracentesis; Pleural effusion; Heart failure; Ejection fraction; Internal medicine; Lung cancer; Radiology","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006395946,0.0003229181,0.0005048928,0.0001686849,0.0002138832,0.00005418594,0.0001963195,0.0004181078,0.008210354],"category_scores_gemma":[0.00003133688,0.0002258751,0.0004895342,0.0001251674,0.0001125607,0.00009893918,0.00001415018,0.0034373,0.000423109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008134841,"about_ca_system_score_gemma":0.0003318794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000630796,"about_ca_topic_score_gemma":5.51074e-7,"domain_scores_codex":[0.9984251,0.00008222158,0.0003565189,0.0002346285,0.0004657085,0.0004358389],"domain_scores_gemma":[0.9991703,0.00009102262,0.0001285277,0.0002084618,0.0000810542,0.0003206495],"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":[0.0001364855,0.00006996247,0.0003470799,0.0001896925,0.0001287978,0.01427923,0.0001151082,6.583124e-7,0.0001103517,4.663725e-7,0.9774957,0.007126434],"study_design_scores_gemma":[0.0007449609,0.0001991442,0.008548268,0.0004575196,0.0004698067,0.009550272,0.00002107381,0.00001084429,0.00004098844,0.000206086,0.979499,0.0002520543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01954308,0.002722039,0.000009970796,0.958173,0.0005715247,0.000229805,0.00024204,0.00006648209,0.01844207],"genre_scores_gemma":[0.005528041,0.002406179,0.0002729787,0.9187741,0.02446783,0.00001276242,0.001162988,0.00009288877,0.0472822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03939886,"threshold_uncertainty_score":0.9988618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336954618932492,"score_gpt":0.273345851656846,"score_spread":0.2399763054675211,"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."}}