{"id":"W4226071746","doi":"10.3390/curroncol29010015","title":"Management of Lung Cancer-Associated Malignant Pericardial Effusion with Intrapericardial Administration of Carboplatin: A Retrospective Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carboplatin; Lung cancer; Surgery; Pericarditis; Pericardial effusion; Cancer; Neutropenia; Nausea; Internal medicine; Chemotherapy; Cisplatin","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":[0.0002369161,0.0001892451,0.001005994,0.00007265253,0.00005142251,0.000006167317,0.00006653285,0.00009389414,0.0000852797],"category_scores_gemma":[0.00004292923,0.0001597312,0.0002435848,0.0005240016,0.0001255609,0.00003445672,0.00008753697,0.0002204125,6.513002e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078453,"about_ca_system_score_gemma":0.0005929609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000407081,"about_ca_topic_score_gemma":0.00002667511,"domain_scores_codex":[0.9980929,0.0002559589,0.0004576386,0.000414203,0.0005307738,0.0002484548],"domain_scores_gemma":[0.9987574,0.00003840292,0.000320495,0.0002982942,0.0004770517,0.0001083411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002296802,0.006043013,0.9133494,0.0004503592,0.003396879,0.001413852,0.00267741,0.00002420677,0.01005986,0.0002337257,0.0006847414,0.05936971],"study_design_scores_gemma":[0.004675827,0.003590835,0.9831249,0.0003240052,0.001781557,0.00006801749,0.002332183,0.00007480206,0.002102497,0.000005382489,0.00175033,0.0001696647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922207,0.001582357,0.00008413276,0.0001460683,0.0008389001,0.0008390152,0.00008975844,0.00002635605,0.004172709],"genre_scores_gemma":[0.998387,0.0008385014,0.0002210684,0.00001331271,0.0002016005,0.0001923596,0.00008237157,0.00001941702,0.00004432431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06977545,"threshold_uncertainty_score":0.6513648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881285517076435,"score_gpt":0.3745372970332254,"score_spread":0.345724441862461,"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."}}