{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969642,0.0005726817,0.00057933,0.001342444,0.0008288307,0.0008699629,0.0004010077,0.001087519,0.002154091],"category_scores_gemma":[0.003984198,0.0003451286,0.0003746486,0.0008362118,0.0005896835,0.00109947,0.0008197122,0.0008101788,0.0004920625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338253,"about_ca_system_score_gemma":0.0003095584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004911785,"about_ca_topic_score_gemma":0.0005576547,"domain_scores_codex":[0.9995116,0.00009126033,0.00008639069,0.00008598612,0.00009027559,0.0001344138],"domain_scores_gemma":[0.9985456,0.0003722282,0.0005276988,0.00006636488,0.00009349627,0.0003946568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984863,0.00005148856,0.6263962,0.0001486927,0.00003299799,0.3610579,0.0004775113,0.0001629316,0.002171764,0.0002208662,0.0009206992,0.008160483],"study_design_scores_gemma":[0.00001846587,0.0001278411,0.1359013,0.00007669066,0.00002961229,0.8602728,0.0006664548,0.0002930934,0.0004930234,0.0004367817,0.001661888,0.00002193956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847866,0.00617681,0.00111675,0.0006284605,0.0001289132,0.00005762028,0.000165919,0.00008093049,0.006857996],"genre_scores_gemma":[0.9985214,0.0007840586,0.000223049,0.0001235553,0.0001122689,0.000007755793,0.00007028718,0.000004754995,0.0001529212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002154091,"threshold_uncertainty_score":0.007206142,"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."}}