{"id":"W2251827126","doi":"10.14740/wjnu227w","title":"Atypical Pleural Effusions in Patients on Peritoneal Dialysis","year":2015,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hydrothorax; Pleural effusion; Surgery; Peritoneal dialysis; Effusion; Dialysis; Heart failure; Internal medicine; Ascites","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003235418,0.0001028859,0.0004264265,0.0005279401,0.00003202793,0.000005486013,0.00006769703,0.00008046596,0.0001017431],"category_scores_gemma":[0.0001091254,0.00007141649,0.0001108618,0.0001946289,0.0001439722,0.00003395772,0.0000568661,0.0003242281,0.00001482464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781364,"about_ca_system_score_gemma":0.0000463269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006442525,"about_ca_topic_score_gemma":0.00007097873,"domain_scores_codex":[0.998938,0.0001936021,0.0003664217,0.0001342634,0.0001683711,0.0001993788],"domain_scores_gemma":[0.999333,0.00008844007,0.0001339425,0.000101264,0.00009259168,0.0002507274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02016629,0.001761673,0.9417511,0.00001319771,0.0004205242,0.0008023935,0.000437647,0.0002600262,0.00009472046,0.002114087,0.02000849,0.01216987],"study_design_scores_gemma":[0.004898821,0.002561358,0.9395397,0.000008457424,0.000310363,0.0000483084,0.00002263973,0.0001338719,0.00000262321,0.0004739742,0.05194116,0.00005872079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987891,0.0002967227,0.00001243052,0.0097809,0.0002444,0.00008488466,0.00000115107,0.000003999875,0.001684527],"genre_scores_gemma":[0.9908704,0.00004919984,0.00008256586,0.00857227,0.0002275422,0.000002143668,0.00000528896,0.000006416487,0.0001842092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03193267,"threshold_uncertainty_score":0.291228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628531350798011,"score_gpt":0.2639930169082473,"score_spread":0.2477077034002672,"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."}}