{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001719483,0.0001250987,0.0003730697,0.000299249,0.00002156312,0.000007833689,0.0001717826,0.00005954563,0.000695435],"category_scores_gemma":[0.001038621,0.0001151401,0.0002240014,0.0003113521,0.0000737007,0.000131367,0.00004819849,0.00007238469,0.00003304007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006795848,"about_ca_system_score_gemma":0.00004205565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000154827,"about_ca_topic_score_gemma":0.00001692736,"domain_scores_codex":[0.998417,0.00007558062,0.0006200662,0.000239375,0.0005318184,0.0001161278],"domain_scores_gemma":[0.9985083,0.0004886278,0.0002795888,0.0002524714,0.0003972378,0.00007381145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265727,0.00102494,0.9760429,0.00007915125,0.0001671513,0.000001930813,0.0002512566,0.0009911433,0.002380878,0.001732399,0.001603894,0.01549776],"study_design_scores_gemma":[0.001879918,0.0001840851,0.9528862,0.0001201841,0.0002299929,0.000002854473,0.00003137486,0.03458666,0.005961785,0.000901169,0.003076362,0.0001393749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913056,0.00003933867,0.0006241837,0.002087177,0.0001218562,0.0001822524,0.0001078343,0.00001116961,0.005520603],"genre_scores_gemma":[0.997582,0.00002842326,0.0004997723,0.0007961299,0.0001403749,0.00002590598,0.000699294,0.000009391192,0.0002186683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03359551,"threshold_uncertainty_score":0.7614526,"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."}}