{"id":"W1928383023","doi":"10.1111/hdi.12130","title":"Complication of diagnostic pleural aspiration: Is it of value in hemodialysis patients?","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Hemodialysis; Complication; Pleural effusion; Surgery; Population; Intensive care medicine","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":[0.002223458,0.0006922458,0.001123429,0.001906875,0.000770795,0.001808211,0.001121081,0.004088592,0.001313748],"category_scores_gemma":[0.02179093,0.0003097579,0.0005126338,0.001325633,0.001713318,0.002896285,0.0006306007,0.001576897,0.0005339895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591411,"about_ca_system_score_gemma":0.0006993649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160174,"about_ca_topic_score_gemma":0.001213184,"domain_scores_codex":[0.9983723,0.0005537672,0.0002933481,0.0001589426,0.0004327616,0.0001889929],"domain_scores_gemma":[0.9866997,0.006010572,0.00361461,0.0008598808,0.001391008,0.001424238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005715966,0.00006868425,0.9243165,0.0002446597,0.00004971527,0.03740485,0.0003870666,0.0001375711,0.0007800604,0.0002491557,0.0009508539,0.03483928],"study_design_scores_gemma":[0.00007888592,0.001189596,0.5824828,0.0009875578,0.000297861,0.3997167,0.004591683,0.002427709,0.001949855,0.001878564,0.004295341,0.0001033722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341433,0.04111579,0.003351556,0.01227654,0.0006607124,0.00007618091,0.0001722792,0.0001252905,0.008078394],"genre_scores_gemma":[0.9917427,0.004795271,0.0008859415,0.0009831284,0.001330325,0.00001166602,0.00006611749,0.000007484505,0.0001774028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004088592,"threshold_uncertainty_score":0.01175892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425496534942758,"score_gpt":0.2794185913342342,"score_spread":0.2551636259848066,"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."}}